Updated on 2026/05/15

写真a

 
MIYAZAKI YUSUKE
 
Organization
School of Engineering Associate Professor
Title
Associate Professor
External link

News & Media

Degree

  • Doctor of Enginnering ( Tokyo Institute of Technology )

Research Interests

  • 衝撃生体力学

  • 安全工学

  • Impact Biomechanics

  • 衝撃工学

  • Impact Engineering

  • Safety Engineering

Research Areas

  • Life Science / Biomedical engineering

  • Life Science / Biomaterials

Education

  • Tokyo Institute of Technology   Information Science and Engineering   Mechanical and Environmental Informatics

    - 2006

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    Country: Japan

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  • Tokyo Institute of Technology   Graduate School of Information Science and Engineering   Department of Mechanical and Environmental Informatics

    - 2006

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  • Tokyo Institute of Technology   Faculty of Engineering   Department of Mechanical Enginnering and Science

    - 2001

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  • Tokyo Institute of Technology   School of Engineering   Dept. of Mechanical Engineering and Science

    - 2001

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    Country: Japan

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Research History

  • : ストラスクライド大学

    2005

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  • : Strathclyde university Visiting scholar

    2005

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  • : 産業技術総合研究所 非常勤研究員

    2004 - 2005

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  • : National Institute of Advanced Industrial Science and Technology

    2004 - 2005

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  • Kanazawa University Institute of Science and Engineering, Faculty of Mechanical Engineering, Institute of Science and Engineering, Faculty of Mechanical Engineering

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Professional Memberships

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Committee Memberships

  •   : Japan Society of Automotive Engineers  

    2008 - 2009   

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  • 自動車技術会   評議員  

    2008 - 2009   

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    Committee type:Academic society

    自動車技術会

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  •   : 自動車技術会 評議員  

    2008 - 2009   

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  •   -: The society of Automotive Engineers of Japan  

    2007   

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  •   -: 自動車技術会 交通事故傷害予測と予防・医療に関する検討委員会  

    2007   

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  • 自動車技術会   交通事故傷害予測と予防・医療に関する検討委員会  

    2007   

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    Committee type:Academic society

    自動車技術会

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  •   -: 自動車技術会 技術会議安全企画部会インパクトバイオメカニクス部門委員会委員  

    2004   

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  • 自動車技術会   技術会議安全企画部会インパクトバイオメカニクス部門委員会委員  

    2004   

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    Committee type:Academic society

    自動車技術会

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  •   -: The society of Automotive Engineers of Japan  

    2004   

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Papers

  • Fifth metatarsal strain distribution during cutting motions in soccer

    Yusuke Miyazaki, Rui Sugizaki, Miku Kawasaki, Takumi Nakagawa, Yasuaki Saho, Tomohiko Tateishi

    Sports Biomechanics   2025.11

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/14763141.2023.2241839

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  • Pre-crash injury risk prediction with guaranteed confidence level: a conformal and interpretable framework

    Junhao Wei, Yusuke Miyazaki, Fusako Sato

    Traffic Injury Prevention   2025.8

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/15389588.2025.2538725

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  • Does Reduced Ball Inflation Pressure in Association Football Decrease Head Impact Kinematics?

    Rory England, Suzie Liverseidge, Yusuke Miyazaki, Samuel W. Oxford, Ieuan Phillips, Jon Farmer

    Annals of Biomedical Engineering   2025.8

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    Language:English   Publishing type:Research paper (scientific journal)  

    <jats:title>Abstract</jats:title>
    <jats:sec>
    <jats:title>Purpose</jats:title>
    <jats:p>Apparent degeneration in brain health due to heading the football is amongst the most pressing and contentious health-related questions in sport (Keogh F, Pirks N (2024) “Pain was sickening”—Ex-players on heading fears. In: BBC). The purpose of this study was to thoroughly explore the effectiveness of reduced inflation pressure as an intervention to reduce head kinematics from a ball to head impact. The influence of impact location, head orientation, neck flexion angle and ball type on the intervention were experimentally investigated.</jats:p>
    </jats:sec>
    <jats:sec>
    <jats:title>Method</jats:title>
    <jats:p>A Hybrid III head and neck was impacted in frontal and oblique locations with two modern footballs that were projected using a bespoke launch device. Peak linear acceleration, peak angular velocity, peak angular acceleration and DAMAGE metrics were calculated for a total of 34 permutations of impact variables at two inflation pressures.</jats:p>
    </jats:sec>
    <jats:sec>
    <jats:title>Results</jats:title>
    <jats:p>Magnitude was decreased (82%) or unchanged (8%) for 90% of impacts with average magnitude changes between − 2 and − 12% across the four metrics. Findings indicated that decreased inflation pressure was a positive intervention towards decreasing kinematic magnitudes in most cases. This was especially true for linear acceleration, angular velocity and angular acceleration, where 100, 97 and 100% of impacts were reduced or unchanged, respectively.</jats:p>
    </jats:sec>
    <jats:sec>
    <jats:title>Conclusions</jats:title>
    <jats:p>Reduced inflation pressure was overall an effective mitigation to reduce the kinematic magnitude of heading in football based upon these four kinematic metrics despite 10% of impacts exhibiting an increase in kinematic magnitude. The DAMAGE predictor of MPS exhibited 12 out of 13 cases where magnitude increased demonstrating the capacity for decreased inflation pressure to result in increased kinematics for an angular response derived metric, indicating that reducing inflation pressure is not a universal solution. Nonetheless DAMAGE still saw a net decrease in magnitude across all impacts. Metric magnitude was found to be sensitive to head orientation, impact location and ball type, demonstrating the importance of the sensitivity analysis in this study. Two impacts were recommended to represent the worst-case ball to head impact, one in each nominal orientation. These locations contrasted with those commonly used in literature, a finding pertinent to future experimental design in football heading research.</jats:p>
    </jats:sec>

    DOI: 10.1007/s10439-025-03804-0

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  • Construction of Injury Prediction Models for Vehicle Occupants Based on Video – recorded Drive Recorder Information

    Yabugami Kaede, Miyazaki Yusuke, Kitamura Koji, Sato Fusako

    Transactions of Society of Automotive Engineers of Japan   55 ( 2 )   354 - 360   2024

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    Language:Japanese   Publisher:Society of Automotive Engineers of Japan  

    To predict vehicle occupant injuries based on accident information obtained from a video-recorded drive recorder, injury prediction models were constructed by machine learning using information currently available from drive recorders and information that is expected to be acquired hereafter. Light Gradient Boosting Machine and Bayesian Networks were used for the machine learning models. The results showed that it was difficult to predict injuries with only the information currently available from a video-recorded drive recorder, while the prediction model with additional information expected to be available hereafter improved the prediction accuracy.

    DOI: 10.11351/jsaeronbun.55.354

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  • Concussion case classification based on brain strain waveforms using dynamic time warping and cluster analysis

    MIYAZAKI Yusuke, MASUDA Hiroki

    Journal of Biomechanical Science and Engineering   19 ( 2 )   23-00312 - 23-00312   2024

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:The Japan Society of Mechanical Engineers  

    In sports, concussion prevention measures require the development of concussion evaluation criteria for improved head protective gear or early intervention through impact measurement in the field. The peak value of the brain strain has been used as a brain strain metric to evaluate the risk of brain injury. However, it extracts the instantaneous moment of strain history experienced by the brain tissue; therefore, it lacks the characteristics of the entire strain waveform experienced by the brain tissue during a head impact. This study developed a new method for classifying concussion cases based on the overall characteristics of the brain strain waveform. First, 53 head collision cases tagged with the concussion status in American football were simulated using a finite element head model, and the brain strain waveforms in four regions (right brain, left brain, brainstem, and cerebellum) were obtained. By applying the dynamic time-warping distance and clustering method to the brain strain waveforms in each case, a concussion classification method that considers the overall characteristics of the waveforms was constructed. The classification evaluation results showed that the concussion classification method had a higher performance than the conventional method using the peak value of brain strain. Brain strain waveforms in concussion cases have multiple high peaks, and it is important to understand the characteristics of the entire brain strain waveform, not just the instantaneous peak value, to classify concussion cases.

    DOI: 10.1299/jbse.23-00312

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    Other Link: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-20H04073/

  • Injury Probability Prediction Modeling Using Decision-Tree-Based Machine Learning Models

    Miyazaki Tsubasa, Takahashi Keita, Miyazaki Yusuke, Kitamura Koji, Sato Fusako

    International Journal of Automotive Engineering   15 ( 2 )   66 - 73   2024

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    Language:English   Publisher:Society of Automotive Engineers of Japan, INC  

    Various machine learning models have been proposed to predict injuries to vehicle occupants from crash conditions, and optimized and evaluated for model accuracy using binary classification performance metrics. However, performance metrics for injury probability prediction have not been utilized to develop injury prediction models. Therefore, this paper developed injury probability prediction models using evaluation metrics to evaluate the probability prediction performance of injury prediction models and to verify the validity of injury probability predictions. The model constructed using a random forest performed better than the conventional injury prediction model constructed using logistic regression.

    DOI: 10.20485/jsaeijae.15.2_66

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  • Construction of Prediction Model for Brain Strain Waveforms in Vehicle Crash Tests using Deep Learning

    Tamai Shuntaro, Miyazaki Yusuke

    Transactions of Society of Automotive Engineers of Japan   55 ( 3 )   565 - 570   2024

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    Language:Japanese   Publisher:Society of Automotive Engineers of Japan  

    Brain strain indices calculated using human finite element models have recently been used to evaluate the brain injury risk in automobile accidents. However, the calculation using a finite element model of a human body is computationally expensive and time-consuming, making it impossible to evaluate brain strain indices immediately after a crash test. Therefore, this paper develops a deep learning model to predict the brain strain waveform from the angular velocity waveform of the head that can be measured by a crash dummy. The results of a comparison between the brain strain waveform obtained by finite element analysis and the waveform predicted by the developed deep learning model showed that the CORA evaluation exceeded 0.9, indicating that the model predicted the waveform with a high degree of accuracy.

    DOI: 10.11351/jsaeronbun.55.565

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  • Construction of Injury Prediction Model for Car Occupants using Gradient-Boosting Decision Tree Model Reviewed

    Takahashi Keita, Miyazaki Yusuke, Kitamura Koji, Sato Fusako

    Transactions of Society of Automotive Engineers of Japan   55 ( 1 )   56 - 62   2024

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    Language:Japanese   Publisher:Society of Automotive Engineers of Japan  

    It is necessary to estimate the injury of occupants during car accidents to estimate the effect of injury reduction performance of autonomous driving systems. Although there are some estimation models of injury of occupants based on logistic regression, logistic regression has the problem of being unable to express nonlinear relationships between explanatory and objective variables. In this study, we used LightGBM, a decision tree model, and our own selected explanatory variables to construct an injury prediction model to predict the probability of VAIS3+ of vehicles. It showed a significant improvement in performance from URGENCY.

    DOI: 10.11351/jsaeronbun.55.56

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  • Measurement of push-rim forces during racing wheelchair propulsion using a novel attachable force sensor system

    Yusuke Miyazaki, Kazuki Iida, Motomu Nakashima, Takeo Maruyama, Kaohru Yamanobe

    Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology   2023.6

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    DOI: 10.1177/1754337120904260

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  • A destructible headform for the assessment of sports impacts

    Ben Stone, Sean Mitchell, Yusuke Miyazaki, Nicholas Peirce, Andy Harland

    Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology   2023.3

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1177/17543371211055905

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  • Assessing Handrail-Use Behavior during Stair Ascent or Descent Using Ambient Sensing Technology. International journal

    Yusuke Miyazaki, Kohei Shoda, Koji Kitamura, Yoshifumi Nishida

    Sensors (Basel, Switzerland)   23 ( 4 )   2023.2

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    Language:English   Publishing type:Research paper (scientific journal)  

    The increasing geriatric population across the world has necessitated the early detection of frailty through the analysis of daily-life behavioral patterns. This paper presents a system for ambient, automatic, and the continuous measurement and analysis of ascent and descent motions and long-term handrail-use behaviors of participants in their homes using an RGB-D camera. The system automatically stores information regarding the environment and three-dimensional skeletal coordinates of the participant only when they appear within the camera's angle of view. Daily stair ascent and descent motions were measured in two houses: one house with two participants in their 20s and two in their 50s, and another with two participants in their 70s. The recorded behaviors were analyzed in terms of the stair ascent/descent speed, handrail grasping points, and frequency determined using the decision tree algorithm. The participants in their 70s exhibited a decreased stair ascent/descent speed compared to other participants; those in their 50s and 70s exhibited increased handrail usage area and frequency. The outcomes of the study indicate the system's ability to accurately detect a decline in physical function through the continuous measurement of daily stair ascent and descent motions.

    DOI: 10.3390/s23042236

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  • A human surrogate neck for traumatic brain injury research

    Jon Farmer, Sean Mitchell, Paul Sherratt, Yusuke Miyazaki

    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY   10   2022.12

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.3389/fbioe.2022.854405

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  • Construction of collision-type prediction model based on light gradient boosting machine algorithm and elucidation of data causality and relevance by Bayesian network

    Junhao Wei, Yusuke Miyazaki, Koji Kitamura, Fusako Sato

    Traffic Injury Prevention   2022.10

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/15389588.2022.2124807

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  • Construction of Collision-Type Prediction Models Based on Pre-crash Data for Advanced Driver Assistance Systems

    Junhao Wei, Miyazaki Yusuke, Kitamura Koji, Sato Fusako

    International Journal of Automotive Engineering   13 ( 4 )   163 - 168   2022

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    Language:English   Publisher:Society of Automotive Engineers of Japan, INC  

    ABSTRACT: Collision-type prediction models based on pre-crash information are important because there is a relationship between collision type, avoidance operations, and occupant injuries. Thus, they can be applied to autonomous driving systems (ADS) or advanced driver assistance systems (ADAS) to prevent serious accidents or minimize damage during collisions. In this study, we investigated the application of collision-type prediction models based on several machine learning methods and compared their performance to determine the best model based on their f1 scores. The results revealed that the light gradient boosting machine (LGBM) model had a high f1 score that exceeded 0.92, which implied that it could potentially be used for ADS and ADAS applications. Furthermore, a brief analysis was performed on the ranking of various factors, which provided useful insight into the significance of several pre-crash factors and their distributions.

    DOI: 10.20485/jsaeijae.13.4_163

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  • Analysis of Relationship between Natural Standing Behavior of Elderly People and a Class of Standing Aids in a Living Space

    Miyazaki, Y., Hirano, K., Kitamura, K., Nishida, Y.

    Sensors   22 ( 3 )   2022

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    DOI: 10.3390/s22031178

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  • The Effect of Seat Back Inclination on Spinal Alignment in Automotive Seating Postures

    Sato, F., Miyazaki, Y., Morikawa, S., Ferreiro Perez, A., Schick, S., Brolin, K., Svensson, M.

    Frontiers in Bioengineering and Biotechnology   9   2021

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    DOI: 10.3389/fbioe.2021.684043

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  • Complete Republication: Fall Injury while the Parent Is Operating a Bicycle with an Infant in a Baby Carrier

    Nomura Osamu, Miyazaki Yusuke, Takei Hirokazu, Terauchi Mariko, Kishibe Shun, Hagiwara Yusuke, Kitamura Koji, Nishida Yoshifumi, Yamanaka Tatsuhiro

    JMA Journal   3 ( 4 )   330 - 339   2020.10

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    Language:English   Publisher:Japan Medical Association / The Japanese Associaiton of Medical Sciences  

    Introduction: Pediatric emergency physicians commonly experience cases of infantile trauma as a result of a child falling from the arms or the back of a parent while the parent is operating a bicycle.

    Methods: 1. We conducted a retrospective case-series study which included children younger than 1 year who were injured after falling from the arms or the back of the parent while the latter was operating a bicycle.

    2. We conducted a dynamics experiment by recreating the circumstances of the accident using dummies representing a 6-month-old infant being carried on the back of the mother. We assessed the score of the Head Injury Criterion (HIC) and the maximum impact load on the head of the dummy infant.

    Results: 1. We found eight injured patients, two of whom required intensive care. One of the latter experienced neurological sequelae.

    2. The HIC score and the maximum impact load varied from 7.7 to 17.0 and 2.26 to 3.47 times the reference values for 6-month-old infants, respectively.

    Conclusions: Our study revealed that a strong impact on an infant's head can result in severe head trauma due to the mechanics of the injury type studied. Preventive strategies for the safe transportation of infants are needed.

    DOI: 10.31662/jmaj.2020-0032

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    Other Link: https://search.jamas.or.jp/link/ui/2021210213

  • Effectiveness of an Educational Video in Maternity Wards to Prevent Self-Reported Shaking and Smothering during the First Week of Age: A Cluster Randomized Controlled Trial

    Fujiwara, T., Isumi, A., Sampei, M., Miyazaki, Y., Yamada, F., Noma, H., Ogita, K., Mitsuda, N.

    Prevention Science   21 ( 8 )   2020

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s11121-020-01145-z

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  • Effectiveness of using an educational video simulating the anatomical mechanism of shaking and smothering in a home-visit program to prevent self-reported infant abuse: A population-based quasi-experimental study in Japan

    Fujiwara, T., Isumi, A., Sampei, M., Yamada, F., Miyazaki, Y.

    Child Abuse and Neglect   101   2020

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1016/j.chiabu.2020.104359

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  • Changes of the Cervical Spine in Response to Head-first Impact in Rugby: A Finite Element Analysis

    HASEGAWA YOSHINORI, KAWASAKI TAKAYUKI, MIYAZAKI YUSUKE, SOBUE SHOGO, KAKETA TAKEFUMI, GONDA YOSHINORI, KANEKO KAZUO

    Juntendo Medical Journal   66 ( 6 )   507 - 511   2020

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    Language:English   Publisher:The Juntendo Medical Society  

    Objectives: To examine the effects of (1) trunk constraint and (2) the entry angle on the cervical spine in response to a head-first impact.

    Materials: The AM50 Total HUman Model for Safety (THUMS ®) v4.02, pedestrian finite element model, was subjected to head-first impacts.

    Methods: The impact speed was 3.2 m/s. The following patterns were simulated: entry angle (0°, 15° to the sagittal plane) and trunk constraint (constraint, unconstraint).

    Results: As a result of head-first impact, the upper cervical spine was extended and the lower cervical spine was markedly flexed when the trunk was constrained. The mean stress applied to the cervical spine was significantly increased when the trunk was constrained, as indicated by the Mann-Whitney U test.

    Conclusions: In a head-first impact, the mean stress on the cervical spine increases significantly when the trunk is constrained. In order to reduce the risk of cervical spine injuries, it is desirable not to bind with teammates before a head-first impact.

    DOI: 10.14789/jmj.2020.66.jmj20-oa04

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I031274427

  • Influence of driving posture and driving velocity on wind drag while traveling on flat land and a downward slope in the wheelchair marathon:: Wind tunnel experiment and driving simulation

    Akashi Keita, Yamanobe Kaoru, Shirasaki Keita, Miyazaki Yusuke, Mitsui Toshihito

    Taiikugaku kenkyu (Japan Journal of Physical Education, Health and Sport Sciences)   64 ( 1 )   67 - 77   2019.6

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    Language:Japanese   Publisher:Japan Society of Physical Education, Health and Sport Sciences  

    The purpose of this study was to clarify the influence of wind drag and the importance of reducing wind drag while traveling over flat ground or down a slope in the wheelchair marathon. Three wheelchair athletes were measured for FD (wind drag) while moving themselves in a wheelchair in a wind tunnel, and SD (drag area) was calculated from FD. The athletes took 4 positions (Position 1: inclining the trunk and gripping the handlebar, Position 2: inclining the trunk and reaching the arm backward, Position 3: raising the trunk and gripping the top dead point of the hand rim, Position 4: inclining the trunk and the bottom dead point of the hand rim) for the measurement, and the relationships between posture and SD were investigated. Calculated SD was used for estimation of differences in the required power according to the changes in velocity and simulation of driving on a down slope. <br>
    Position 1 had the smallest SD (0.155 ± 0.010 m2) and Position 3 had the largest (0.320 ± 0.021 m2). As Position 3 also had largest sitting height and trunk incline angle, it was considered that the raised trunk posture was subject to wind drag because of the increased forward projection area. Using SD and PT (total power required to maintain a certain velocity), PD (power required to overcome FD when driving at a certain velocity) was estimated. It was clarified that when athletes drive at a velocity faster than the win time of the wheelchair marathon men’s T54 in the Paralympic Games, PT was at least 145.2 W and PD accounted for at least 60% of PT. Thus, the simulation of driving on the down slope (gradient: 2.5% distance: 200 m and initial velocity: 8.27 m/s) revealed that Position 1 reached 9.00 m/s and Position 4 reached 8.15 m/s at the end of the slope. When Position 1 reached the end of the slope, Position 4 was located 11 m behind Position 1. Therefore, Position 1 is more advantageous than Position 4 in terms of both velocity and distance.

    DOI: 10.5432/jjpehss.17132

    DOI: 10.5432/ijshs.20005_references_DOI_NX33DUm5Qhsk7QcaZlffYJOoHjL

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  • 保護者の自転車に子守帯を用いて同乗した乳児の外傷—Fall Injuries in Infants while the Parent is Operating a Bicycle

    野村 理, 宮崎 祐介, 竹井 寛和, 寺内 真理子, 岸部 峻, 萩原 佑亮, 北村 光司, 西田 佳史, 山中 龍宏

    日本小児科学会雑誌 = The journal of the Japan Pediatric Society   123 ( 5 )   893 - 848   2019.5

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    Language:Japanese   Publisher:東京 : 日本小児科学会  

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  • Relationship between cervical, thoracic, and lumbar spinal alignments in automotive seated posture Reviewed

    Sato, F., Miyazaki, Y., Morikawa, S., Perez, A.F., Schick, S., Yamazaki, K., Brolin, K., Svensson, M.Y.

    Journal of Biomechanical Engineering   141 ( 12 )   2019

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    Publishing type:Research paper (scientific journal)   Publisher:ASME International  

    DOI: 10.1115/1.4045111

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  • Modelling of intracranial behaviour on occiput impact in judo

    Suzuki, R., Omiya, M., Hoshino, H., Kamitani, T., Miyazaki, Y.

    Computer Methods in Biomechanics and Biomedical Engineering   22 ( 8 )   2019

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/10255842.2019.1596262

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  • Effects of whole spine alignment patterns on neck responses in rear end impact International journal

    Sato, F., Odani, M., Miyazaki, Y., Yamazaki, K., O}sth, J., Svensson, M.

    Traffic Injury Prevention   18 ( 2 )   199 - 206   2017

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1080/15389588.2016.1227072

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  • Extraction and difference quantification of protective motion in case of indoor infant fall behaviors by multivariate analysis

    Ito, M., Mano, A., Miyazaki, Y., Watanabe, R., Nishida, Y.

    Journal of Biomechanical Science and Engineering   11 ( 3 )   2016

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1299/jbse.15-00680

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  • Analysis of the alignment of whole Spine in automotive seated and supine postures using an upright open MRI system

    Sato, F., Odani, M., Endo, Y., Tada, M., Miyazaki, Y., Nakajima, T., Ono, K., Morikawa, S., Svensson, M.

    International Journal of Automotive Engineering   7 ( 1 )   2016

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.20485/jsaeijae.7.1_29

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  • 頭部物理モデルを用いた柔道における後頭部衝突時の頭蓋内挙動観察実験—Intracranial Observations during Occipital Collisions in Judo using a Physical Head Model Reviewed

    紙谷 武, 宮崎 祐介, 稲次 基希, 大宮 正毅

    日本臨床スポーツ医学会誌 / 日本臨床スポーツ医学会編集委員会 編   24 ( 3 )   443 - 450   2016

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:東京 : 日本臨床スポーツ医学会  

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I027644698

  • The Mechanism of Shaken Baby Syndrome based on the Visualization of Intracranial Brain Motion

    Miyazaki Yusuke

    Japanese Journal of Neurosurgery   24 ( 7 )   468 - 476   2015

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    Language:Japanese   Publisher:The Japanese Congress of Neurological Surgeons  

    Shaken Baby Syndrome has been widely recognized as a form of abusive head trauma. On the other hand, short falls are the most common causes given by caregivers in the cases of suspected child abuse. In order for clinicians to distinguish between abusive and accidental head trauma, the difference of the brain injury mechanism between these two situations should be clarified.<br>  An anthropometric infant dummy with a novel realistically shaped physical model of an infant head was developed. The three dimensional physical model of an infant head including a transparent skull, deformable brain, cerebrospinal fluid, falx, and tentorium model was reconstructed from the medical images for an infant head, which makes the intracranial brain motion visible. Intracranial brain motions during violent shaking by adult male or low height fall onto a wood floor (h=40, 80, 120 cm) were captured with high speed cameras. From the captured images, relative displacements between skull and cerebrum were measured. Threshold for bridging vein rupture based on the relative displacement of the physical models was defined from a reconstruction of cadaver experiments published by Depreitere et al.<br>  From the experimental results in violent shaking cases, the most important mechanism of the brain injuries was the significant change of rotational direction of the head after hyper-flexion or extension, which causes reverse rotational motion between the skull and cerebrum. In the low height fall scenario, the head impact on the surface does not directly cause a relative rotational motion between the skull and cerebrum, but neck flexion after head rebounding causes this. Therefore, the impact angle of the head strongly results in brain injury risk in these events, rather than the fall height.<br>  The relative displacements in violent shaking cases, which exceeded the threshold value for bridging vein rupture in most cases, were showed larger than the values in low height fall scenario. Finally, our paper clearly shows the higher subdural hematoma risk in violent shaking events.

    DOI: 10.7887/jcns.24.468

    DOI: 10.2199/jjsca.42.323_references_DOI_U4tNxJrRNrMbjrwtp1U5C7hiFkt

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  • Measurement of standing balance ability by a wire driven parallel mechanism

    立矢宏, 内島大作, 元谷達郎, 鶴岡宗治, 藤田圭伍, 宮崎祐介

    日本機械学会論文集(Web)   81 ( 821 )   2015

  • 頭蓋骨形状を考慮した生体力学試験システムと小人の頭蓋骨の力学特性値の計測—System for Inspecting Biomechanical Characteristics Considered Skull Shape—小特集 生体医療関連の評価技術

    小泉 喜典, 高野 太刀雄, 荻本 晴樹

    材料試験技術 = Journal of Material Testing Research Association of Japan   58 ( 1 )   27 - 34   2013.1

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  • Development of childhood fall motion database and browser based on behavior measurements

    Kakara, H., Nishida, Y., Yoon, S.M., Miyazaki, Y., Koizumi, Y., Mizoguchi, H., Yamanaka, T.

    Accident Analysis and Prevention   59   2013

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    DOI: 10.1016/j.aap.2013.06.015

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  • A system for predicting unprecedented injury by spatiotemporally superimposing children's normal behavior

    Koizumi, Y., Nishida, Y., Kitamura, K., Miyazaki, Y., Motomura, Y., Mizoguchi, H.

    Journal of Robotics and Mechatronics   24 ( 5 )   2012

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    DOI: 10.20965/jrm.2012.p0838

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  • Influence of Brain Shape Factors on the Strain Distribution within Deep Brain by Using Three Dimensional Physical Head Model

    ANATA Kenji

    Transactions of the Japan Society of Mechanical Engineers Series B   78 ( 789 )   758 - 769   2012

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    DOI: 10.1299/kikaia.78.758

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  • Visualization of Relative Displacement between Skull and Brain under Occipital Impact Using a 3D Transparent Physical Head Model

    MIYAZAKI Yusuke, TACHIYA Hiroshi, HOJO Akihiro, SAKAMOTO Yuichiro

    Transactions of the Japan Society of Mechanical Engineers Series B   78 ( 785 )   106 - 115   2012

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    DOI: 10.1299/kikaia.78.106

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  • Injury prediction of automobile occupants in side impact using multibody simulation Reviewed

    Yusuke Miyazaki, Kazuaki Nishimura, Jonas A, Pramudita, Kenta Katagata, Sadayuki Ujihashi

    Transactions of the Society of Automotive Engineers of Japan   42 ( 2 )   349 - 354   2011.3

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    DOI: 10.11351/jsaeronbun.42.349

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  • Development of occupant injury prediction method based on frontal collision accident simulation using multi-body model Reviewed

    Yusuke Miyazaki, Jonas A. Pramudita, Maika Katagiri, Kenta Katagata, Sadayuki Ujihashi

    Transactions of the Society of Automotive Engineers of Japan   42 ( 1 )   73 - 78   2011.1

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  • Evaluation of Head Protection Capability of Child Helmets to Various Head Shapes

    Miyazaki Yusuke, Kitayama Satoshi, Nishida Yoshifumi, Mochimaru Masaaki, Yoshida Takeshi

    Transactions of Society of Automotive Engineers of Japan   42 ( 5 )   1041 - 1046   2011

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    The purpoes of this study is to evaluate the protective capability of the children's helmet to various head shapes by using finite element models of the children's helmet and one to three years old children's representative head shapes. Head finite element models of various shapes in each age were constructed based on the distribution of head width, head length and head height in Japanese children from one to three years old. A helmet finite element model was constructed based on the shape data of existing a children's helmet. The finite element analysis simulating a fall from a bicycle was conducted by using these models. The results showed that the protective capability of a helmet was improved by matching the size to be able to wear the helmet deeply to avoid a force concentration at the contact area of the head.

    DOI: 10.11351/jsaeronbun.42.1041

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  • Construction of a Head Physical Model with Actual Human Shape for Clarification of Brain Injury Mechanism and the Deformation Measurement

    Anata, K., Miyazaki, Y., Nishi, T., Tachiya, H., Hojo, A., Sakamoto, Y.

    Nihon Kikai Gakkai Ronbunshu, A Hen/Transactions of the Japan Society of Mechanical Engineers, Part A   76 ( 762 )   233 - 240   2010.2

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    DOI: 10.24517/00008991

    DOI: 10.1299/kikaia.76.233

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  • Brain responses to rotational and translational impact, and influence of individual differences in head shape Reviewed

    Jonas A. Pramudita, Yusuke Miyazaki, Sadayuki Ujihashi, Masaaki Mochimaru, Makiko Kouchi, Yuichiro Sakamoto

    Transactions of The Japan Society of Mechanical Engineers, Series A   76 ( 761 )   44 - 51   2010.1

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    DOI: 10.1299/kikaia.76.44

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  • MADYMOによるFormula SAE車両の前面衝突安全性能の検証 Reviewed

    榎本啓士, 宮崎祐介, 福井龍也

    45 ( 11 )   48 - 51   2010

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  • Relation between Head Rotational Motion and Brain Shear Strain

    ANATA Kenji, MIYAZAKI Yusuke, NISHI Takashi, TACHIYA Hiroshi, HOJO Akihiro, SAKAMOTO Yuichiro

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series A   76 ( 772 )   1816 - 1822   2010

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    DOI: 10.1299/kikaia.76.1816

    DOI: 10.24517/00008586

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  • Experimental Apparatus for Fall Behavior of Human by Using Parallel Wire Mechanism : Consideration of Evaluating Fall at Sitting Posture(Mechanical Systems)

    TACHIYA Hiroshi, ARAI Yuki, OKUNO Kosuke, MIYAZAKI Yusuke, NISHIMURA Seiji

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C   76 ( 770 )   2621 - 2627   2010

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    DOI: 10.1299/kikaic.76.2621

    DOI: 10.24517/00008217

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  • 626 Simulation of the head impact using a head-neck finite element model

    YAMAOKA Akira, MIYAZAKI Yusuke, UJIHASHI Sadayuki, PRAMUDITA Jonas A., SAKAMOTO Yuichiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2008.21   465 - 466   2009

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    DOI: 10.1299/jsmebio.2008.21.465

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  • Effect of seat belt positions on passenger injury during low speed front-end impact

    Fukui, T., Enomoto, H., Miyazaki, Y., Sakai, S.

    SAE Technical Papers   2009

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  • 個体別デジタル・モデルによる自動車事故における乗員の脳応答個体差の解析—Influence of individual differences of occupant body or head shape on brain responses in car accidents using individual digital human models—特集 D&D2007 Reviewed

    宮崎 祐介, 宇治橋 貞幸, 持丸 正明

    日本機械学会論文集. C編   74 ( 741 )   1238 - 1245   2008.5

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  • DYNAMIC TENSILE AND COMPRESSIVE STRESS-STRAIN CHARACTERISTICS OF MAGNESIUM ALLOYS AT ELEVATED TEMPERATURES

    Teppei Aramoto, Hiroshi Tachiya, Akihiro Hojo, Yusuke Miyazaki, Akiyoshi Hori

    International Journal of Modern Physics B   22   1135 - 1140   2008.4

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    Publisher:World Scientific Pub Co Pte Lt  

    <jats:p> The dynamic stress-strain characteristics of magnesium alloys have not been clarified sufficiently. Thus, the study investigated both the compressive and tensile dynamic stress-strain characteristics of representative magnesium alloys: AZ61A-F, ZK60A-T5 and AZ31B-F at wide strain rate and temperature ranges. About the strain rate dependency, the dynamic stresses are higher than the static ones under both compressive and tensile loads at elevated temperatures; however the dynamic stress-strain relations change slightly in the dynamic strain rate range. Thus, the magnesium alloys has little strain rate dependence. However, the elongation of the dynamic stress-strain relations under tensile load tends to be larger than that of static one. About the temperature dependency, the yield and flow stresses of the investigated magnesium alloys under compressive load decrease abruptly at temperatures higher than about 600 K in the wide strain rate range. Meanwhile, the ones under tensile load decrease with the temperature more gently. Totally, the magnesium alloys exhibit low temperature dependence. Furthermore, as well known, the yield stresses caused under the tensile load exhibit about twice as high as those under compressive load. This study verified that such a characteristic can be observed over a wide strain rate and temperature ranges. </jats:p>

    DOI: 10.1142/s0217979208046438

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  • Measurement of pressure responses in a physical model of a human head with high shape fidelity based on CT/MRI data

    Yusuke Miyazaki, Hiroshi Tachiya, Kenji Anata, Akihiro Hojo

    INTERNATIONAL JOURNAL OF MODERN PHYSICS B   22 ( 9-11 )   1718 - 1723   2008.4

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    DOI: 10.1142/s0217979208047316

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  • Visualization of Injury Hazard of a Playground Equipment using Children Fall Simulator

    MIYAZAKI Yusuke, MOCHIMARU Masaaki, NISHIDA Yoshifumi, KOUCHI Makiko, UJIHASHI Sadayuki

    JRSJ   26 ( 6 )   561 - 567   2008

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    In order to clarify and understand hazards lurking in playground equipment, visualization of the hazard is effective way. Therefore, we developed a method to construct hazard maps of playground equipment, calculated from simulations, by using computer models of children falling on a playground slide. This method makes it possible to understand the hazards of playground equipment easily. Full-body multi-body models of children, based on Japanese data, were constructed. The hazard map of a playground slide was constructed to provide an example of possible hazard maps of playground equipment. Simulations of children falling on the playground slide were carried out by using both the multi-body models for children and the playground slide models, which were constructed from CAD data of an actual slide. The calculated head injury hazard values were mapped on the playground slide model so as to easily identify hazards. As the results, the maps made it possible to understand easily that the hazard varies greatly due to initial falling position on the spiral staircase and also children ages.

    DOI: 10.7210/jrsj.26.561

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  • Approximation of Thermal Deformation Behaviour of a Machine Tool to Improve its Process Precision

    Tachiya H., Kaneko Y., Aramoto T., Shinjo H., Miyazaki Y.

    Key Engineering Materials   345-346   181 - 184   2007.8

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    Publisher:Trans Tech Publications, Ltd.  

    <jats:p>This paper presents a stochastic method to approximate the thermal deformation of a machine tool, by using the temperature changes of the body. The method examines the relationship between the thermal deformations and temperature changes of plural positions on a machine tool, and determines the appropriate temperature measuring points. In addition, the approximate equation of the thermal deformation is drawn by t-test, which uses those influential temperature changes as parameters. This study shows that the approximation equation of the thermal deformations can be expressed in a simple form with few parameters, and remarkably improve cutting processing.</jats:p>

    DOI: 10.4028/www.scientific.net/kem.345-346.181

    DOI: 10.4028/0-87849-440-5.181

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  • パラレルワイヤ駆動機構の張力評価による上体動作支援装置の開発—Development of the upper body motion assist system using a parallel wire mechanism by evaluating the driving tensions Reviewed

    立矢 宏, 佐野 巌根, 奥野 公輔

    日本機械学会論文集. C編   73 ( 727 )   833 - 840   2007.3

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  • 155 Computer analysis of influence of individual difference of occupant's body or head shape in brain responses in car accidents by using digital models of individual human

    MIYAZAKI Yusuke, UJIHASHI Sadayuki

    The Proceedings of the Dynamics & Design Conference   2007   _155-1_ - _155-6_   2007

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    In order to investigate the effects of individual body shape differences on brain injury occurring in traffic accidents, we created hybrid-models for representative body or head shape in Japanese male, which consists of multi-body model for full-body and head FE model. Traffic accident simulation were carried out by using the multi-body model of the full-body and the rigid body motion of the head obtained in the simulations were applied to the head FE models. Simulation results showed that individual differences in full-body affects the occupant dynamics, compared to other factors such as seat position. And also, individual differences in head shape influence stress distribution in the intracranial space greatly.

    DOI: 10.1299/jsmedmc.2007._155-1_

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  • Basic Study of Wearable Robot Hand using a Parallel Mechanism to Rehabilitate Fingers

    立矢宏, 山本奨悟, 吉田直樹, 宮崎祐介

    日本機械学会論文集 C編   73 ( 725 )   2007

  • Influence of the Head Shape Variation on Brain Damage under Impact Reviewed

    Yusuke Miyazaki, Sadayuki Ujihashi, Masaaki Mochimaru, Makiko Kouchi

    SAE 2005 Transactions Journal of Passenger Cars   2005.6

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    DOI: 10.4271/2005-01-2738

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  • 個体別全身マルチボディモデルの創成と事故による乗員傷害の予測手法に関する研究 Reviewed

    宮崎祐介, 宇治橋貞幸, 鈴木洋平, 渡辺秀太

    自動車技術会論文集   36 ( 5 )   235 - 240   2005

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  • Creation of Individual Head FE Model by the Composition of Representative Shapes

    宮崎祐介, 宇治橋貞幸, 持丸正明, 河内まき子

    日本機械学会論文集 A編   71 ( 712 )   2005

  • Construction of FE Head Models Based on Japanese Head Shapes and Simulations of Impact Responses

    宮崎祐介, 宇治橋貞幸, 持丸正明, 河内まき子

    日本機械学会論文集 A編   71 ( 704 )   2005

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  • 実環境計測・人体力学モデル・機械学習を活用したスポーツ脳振盪の予防と高速診断に関する研究

    宮崎 祐介

    計算数理工学レビュー = JASCOME reviews : 日本計算数理工学会誌 / 日本計算数理工学会 編   2025 ( 1 )   11 - 20   2025.3

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  • Evaluation of Brain Deformation Behavior During Heading Using a Novel Headform

    KITAMURA Shingo, MIYAZAKI Yusuke, England Rory, Farmer Jon, Liverseidge Suzie

    The Proceedings of the Symposium on sports and human dynamics   2024   U00042   2024

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    Chronic traumatic encephalopathy (CTE) has become a concern in soccer. A possible mechanism of CTE is related to pressure waves which propagate on the brain and shear deformation caused by rotational head motion. To evaluate the brain deformation behavior during head impact, a novel headform which can measure the brain acceleration and angular velocity has been developed. In this study, we compared the results of the ball heading tests using the headform and their reconstruction simulation using a finite element model of a human to investigate whether the linear acceleration waveforms at the brain sensors of the headform capture the characteristics of the pressure waveforms. The characteristics of linear acceleration waveforms measured by the headform were generally consistent with the linear acceleration waveforms obtained by simulations. Also, comparison of the linear acceleration and pressure waveforms showed that the linear acceleration waveforms capture the characteristics of the pressure waveforms for each impact condition.

    DOI: 10.1299/jsmeshd.2024.u00042

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  • 頭部外傷と脳振盪のバイオメカニクス—特集 スポーツ活動における脳振盪対応

    宮崎 祐介

    体育の科学 = Journal of health,physical education and recreation   73 ( 2 )   80 - 85   2023.2

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  • 日常生活アンビエントセンシングに基づく高齢者の製品使用挙動評価—特集 モーションキャプチャ2023

    宮崎 祐介, 北村 光司, 西田 佳史

    バイオメカニズム学会誌 = Journal of the Society of Biomechanisms Japan / バイオメカニズム学会 編   47 ( 2 )   111 - 116   2023

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  • 頭部外傷と脳振盪のバイオメカニクス

    宮崎 祐介

    体育の科学   73   1 - 6   2023

  • (Motion influencing) Calculation of head acceleration and HIC of heading in soccer.

    KIMACHI Kaoru, KOIDO Masaaki, SHIMONAGATA Shuji, MIYAZAKI Yusuke, NAKAYAMA Masao, ASAI Takeshi

    The Proceedings of the Symposium on sports and human dynamics   2023   A-6-4   2023

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    Heading in soccer is mentioned about its chronic injury risk over the world. HIC (Head Injury Criterion) is used to assess the risk of head impact in many fields. In this study, linear acceleration of head was measured by optical motion capture system (VICON) and Impact Monitor Mouthguard. Furthermore, to compare the measurement the linear head acceleration with two methods, and discuss the motion decrease the head impact were aim of this study. HIC and angular velocity of neck swing and head rotation were calculated. HIC was small enough to judge that the risk of a single impact was small. Results of impact monitor mouthguard was better match with correlation coefficient in ball velocity after the impact than results of motion capture. Neck angular velocity of front swing influences HIC than ball velocity according to their correlation coefficient. Therefore, neck front swing is not reasonable to increase the ball velocity.

    DOI: 10.1299/jsmeshd.2023.a-6-4

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  • 日常動作の主成分分析に基づく運動能力評価—Evaluation of exercise capacity around the ankle based on PCA with 3D camera—メディア工学

    石井 遼太郎, 酒井 のどか, 宮崎 祐介, 山本 昇志

    映像情報メディア学会技術報告 = ITE technical report   46 ( 4 )   9 - 12   2022.2

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  • 野外保育活動中の墓石転倒による死亡事故の調査から学ぶ : 死因理解のための遺族連携医療情報共有アプローチと工学的分析アプローチ

    西田 佳史, 宮崎 祐介, 山中 龍宏

    子ども安全研究 / 吉川慎之介記念基金 編   ( 6 )   30 - 33   2021.3

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  • Influence of Plantar Pressure Distribution Pattern on Fifth Metatarsal Strain Concentration during Soccer Movements

    MIYAZAKI Yusuke, SUGIZAKI Rui, KAWASAKI Miku, SAHO Yasuaki, TATEISHI Tomohiko

    The Proceedings of the Symposium on sports and human dynamics   2020   A-8-2   2020

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    The aims of this study were to conduct finite element analysis to analyze fifth metatarsal strain distribution during soccer movements and to examine the influence of plantar pressure distribution pattern on fifth metatarsal strain concentration at the fracture site. Five subjects performed side-step cutting or cross-step cutting maneuvers. Three-dimensional foot kinematics, ground reaction force, and plantar pressure distribution were measured by using a motion capture system, force plates, and a plantar pressure sensor system, respectively. In addition, a finite element model of a foot, consisting of bony structures, ligaments, and skin, was constructed from Computed Tomography images. As the results of the simulations, in side-step cutting maneuver, maximum principal strain in the fifth metatarsal bone was concentrated from the lateral side at the fracture site. In the case of cross-step cutting maneuverer, maximum principal strain was concentrated from the plantar side at the fracture site. The strain decreased when the plantar pressure at the proximal end of the fifth metatarsal was reduced. In order to prevent fifth metatarsal fracture, a shoe design that can achieve a plantar pressure distribution that reduces strain concentration in the fifth metatarsal is required.

    DOI: 10.1299/jsmeshd.2020.a-8-2

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  • Research of influence on brain strain index by impact location in case of baseball impact

    ISHIZU Yudai, MIYAZAKI Yusuke, JON Farmer, SEAN Mitchell, PAUL Sheratt

    The Proceedings of Mechanical Engineering Congress, Japan   2020   J02203   2020

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    Mild traumatic brain injuries (mTBI) occur in high-speed projectile sports due to collisions of the ball with the batter’s helmet. The purpose of this study was to examine a relationship between brain strain metrics and baseball ball impact locations. Baseball impacts simulations were carried out by using a finite element model of the head, baseball ball and helmet. From the results of the impact simulations, As the results, conventional brain strain metrics such as MPS and CSDM0.10 could not be evaluated for concussion risk during baseball impacts. On the other hand, since the cavitation pressure was reached in the baseball impact simulations, a new brain pressure metrics, Cumulative Pressure Damage Measure (CPDM) was newly defined. The results indicated that the CPDM was varied by the impact locations, indicating that this CPDM could be a new metrics of concussion risk in baseball impacts.

    DOI: 10.1299/jsmemecj.2020.j02203

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  • Examination of Brain Deformation Behaviour during Baseball Impact by using a Novel Dummy Head and the Finite Element Model

    MIYAZAKI Yusuke, MORIMATSU Miki, ITO Shota, FARMER Jonathan, SHERRATT Paul, MITCHELL Sean

    The Proceedings of the Symposium on sports and human dynamics   2019   C-20   2019

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    The purpose of this study was to examine a mechanism of brain damage during baseball impact based on results of baseball impact experiments using a novel dummy head, and simulations using the finite element head model. In the experiment, a baseball helmet was attached to a novel dummy head, simulating human head structures including skin, skull, falx, tentorium, cerebrospinal fluid and brain parts, and a baseball was hit to the helmeted dummy head at a speed of 80MPH. In addition, a finite element head model with the structure similar to the dummy head was constructed, and baseball collision simulation was carried out. Experimental results showed that linear acceleration responses in the brain was greater than the acceleration measured in the skull. Therefore, the finite element models were used to examine and simulate the stress wave propagation in the intracranial space. As the simulation results, pressure wave propagated in the intracranial space, resulting in alternating positive and negative pressures at the skull-brain interface. This phenomenon was different from the brain deformation in other impact conditions such as football or traffic accident cases. Therefore, a new design philosophy of a helmet which prevents the stress wave propagation in the intracranial space would be required to mitigate brain injury due to baseball impact.

    DOI: 10.1299/jsmeshd.2019.c-20

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  • Development of Comparative Understanding Method of the Elderly's Interaction with Consumer Products using a Behavior Video Database

    Hirano Kei, Kitamura Koji, Miyazaki Yusuke, Nishida Yoshifumi

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2019.32   2D12   2019

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    DOI: 10.1299/jsmebio.2019.32.2d12

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  • Measurement of Head Acceleration Responses during Baseball Impact by using a Novel Dummy Head

    MIYAZAKI Yusuke, FARMER Jonathan, MITCHELL Sean, HOLAND Andy

    The Proceedings of Mechanical Engineering Congress, Japan   2019   J23203   2019

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    DOI: 10.1299/jsmemecj.2019.j23203

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  • The study on stroke analysis system of wheelchair propulsion during practices in an athletic field.

    Hirano Kei, MIYAZAKI Yusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2018   S2310102   2018

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    To assess and improve performance of a wheel chair athlete, it is necessary to provide information on biomechanical characteristics such as three-dimensional motion, push-rim force and joint torques. We constructed a system that evaluates the stroke motion of the athlete based on joint torques, calculated from push-rim forces by a sensor wheel and threedimensional upper extremity motion reconstructed from one RGB camera. In order to reconstruct the three dimensional upper extremity motion from one RGB camera. The three-dimensional motion of an athlete was reconstructed based on a method matching markers positions on three-dimensional link system of upper extremity to those on a two dimensional video images. In order to verify the constructed system, three-dimensional motion reconstructed by the proposed method were compared with those measured by an optical motion capture system. As a result, the proposed system made it possible to evaluate the joint torques in the sagittal plane of the athlete.

    DOI: 10.1299/jsmemecj.2018.s2310102

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  • Evaluation of intracranial brain motion by a sensor embedded next-generation anthropometric test dummy head

    AWAMORI Shoya, MIYAZAKI Yusuke, KOKEGUCHI Akira, AMAMORI Ichiro, YOSHII Katsushi

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2018.30   1D04   2018

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    DOI: 10.1299/jsmebio.2018.30.1d04

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  • Differences of the spinal alignment between females and males in a driving posture and its effects on spinal kinematics in rear-end impact

    SATO Fusako, Yamazaki Kunio, MIYAZAKI Yusuke, Östh Jonas, SVENSSON Mats

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2017.29   2E12   2017

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    DOI: 10.1299/jsmebio.2017.29.2e12

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  • Development of Hand Finite-Element Model and Gripping Simulation

    HATADA Yasunobu, MIYAZAKI Yusuke, ENDO Yui, TADA Mitsunori

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2017.29   2E33   2017

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    DOI: 10.1299/jsmebio.2017.29.2e33

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  • Analysis head injury factor of pedestrian by mutual exploitation of traffic accident data and accident reconstruction simulation

    HARASAWA Yuki, MIYAZAKI Yusuke, UENO Masaki, SUGIMOTO Shigeru, MATSUMURA Hirotaka

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2017.29   1E33   2017

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    DOI: 10.1299/jsmebio.2017.29.1e33

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  • Mechanical Evaluation Index of Fifth Metatarsal Stress Fracture in Soccer

    SUGIZAKI Rui, MIYAZAKI Yusuke, SAHO Yasuaki, TATEISHI Tomohiko

    The Proceedings of the Symposium on sports and human dynamics   2017   D-15   2017

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    Fifth metatarsal stress fracture occurs frequently in soccer. Many researches about occurring the injury have been conducted, however, they mainly focus on structure of feet or plantar pressure under fifth metatarsal bone. Therefore, the value and occurring mechanism of stress on the bone has not been clear. In this study, we conducted finite element analysis of movements in soccer using a foot finite element model and clarified stress at fracture position. Then, some mechanical parameters which have correlation with stress were found. Firstly, we conducted subjects experiments of 8 movements which occur frequently in soccer to define boundary conditions for finite element simulations. Foot motion, reaction force and plantar pressure distribution of 2 Subjects were measured in the experiments. After that, finite element analyses were conducted in cases of 3 movements, which are inside step, acceleration, cross step, by inputting measured data as boundary conditions for the foot finite element model. As a result of simulations, max principal stress at fracture area showed higher in acceleration case. However, considering duration time, the inside step case showed the highest value in 3 movements. In addition, it was found that each movement had different physical parameters which showed high correlation with stress at the fracture area; forefoot internal rotation, plantar pressure under fifth metatarsal bone or thenar.

    DOI: 10.1299/jsmeshd.2017.d-15

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  • Multi-scaled Injury Biomechanics Study using Digital Human Models

    MIYAZAKI Yusuke

    The Proceedings of the Materials and Mechanics Conference   2017   OS0431   2017

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    Injury occurs due to disruption of the interaction between human, products and environments, whose interactions are latent in vast living environments. Furthermore, from the temporal structure of the injury, injury occurs as a consequence of human behavior, protective reaction, body motion, tissue deformation and cell damage. In order to understand the spatiotemporal structure of injuries, we have conducted integrated injury biomechanics researches regarding human behavior, protective reaction, tissue deformation and cell damage.

    DOI: 10.1299/jsmemm.2017.os0431

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  • Construction of the Skill Mapping Method of Ukemi for Evaluating the Skill of Protective Motion

    OKADA Kazuya, MIYAZAKI Yusuke, KAMITANI Takeshi, SAKUYAMA Naoki

    The Proceedings of the Symposium on sports and human dynamics   2017   D-17   2017

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    Fall accident occurs in daily life. But especially in elderly, it leads to serious injury. Therefore the prevention of fall injury is necessary. Previous studies analyzed fall injuries using human body model and finite element analysis, but these studies are related to after-fall phases. Other study evaluated each person's protective motion that is occur during the fall. However, elderly's fall occur because of the decline of the protective motion skill due to the decline of motor function. Therefore to improve each person's motor function, evaluation of protective motion skill is necessary. In this study, we adopt Ukemi (the technique used in Judo) as protective motion and evaluating the skill of Ukemi by comparing Judo expert and beginner. The experiment to measure the Ukemi motion was conducted using motion capture system. The subject were 10 Judo experts and 10 beginners. The motion capture data was inputted to Opensim, a musculoskeletal model, and then converted to joint angle data. To compare the motion, the start and end time of Ukemi is extracted using change point detection method. And then feature of motion is extracted using principal component analysis. As a result, we found that expert's motion is shorter than beginner. Also we found the difference of Ukemi motion between expert and beginner. Further study is needed to evaluate each person's skill more precisely and construct the method to improve protective motion skill.

    DOI: 10.1299/jsmeshd.2017.d-17

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  • Experimental Study on Infantile Head Injury Mechanism by using a Physical Head Model

    MIYAZAKI Yusuke

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2017.29   2E15   2017

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    DOI: 10.1299/jsmebio.2017.29.2e15

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  • SBSの発生機序とその外力の程度—The mechanism and the force threshold of shaken baby syndrome—特集 虐待による乳幼児頭部外傷(AHT)

    宮崎 祐介

    子どもの虐待とネグレクト = Japanese journal of child abuse and neglect : 日本子ども虐待防止学会学術雑誌   18 ( 1 )   31 - 37   2016.5

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  • Development of direct evaluation method of intracranial brain motion for a new anthropometric test dummy head

    AWAMORI Shoya, MIYAZAKI Yusuke, KOKEGUCHI Akira, AMAMORI Ichiro, KATAGIRI Maika

    The Proceedings of Mechanical Engineering Congress, Japan   2016   J0290101   2016

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    Acute subdural hematoma (ASDH) is a type of head injury which occurs frequently in the traffic accidents. Although ASDH can be caused by the rupture of the bridging vein induced by the rotational head motion, the detail mechanism has not been clear yet. Therefore, to clarify the mechanism, various studies were conducted by using the simulation and the physical models. In the previous study we carried out, the physical model with the intracranial structure was developed as a novel anthropometric test dummy (ATD) head, however, there is still a challenge in the measurement method of the intracranial brain motion which uses multiple high speed cameras. For the practical application of the new ATD head, it is required to improve the measurement method. In this study, direct evaluation method of the intracranial brain motion without high-speed cameras was developed. A 6DOF motion sensor was implanted in the brain model and the intracranial brain motion were calculated by using Rodrigues' rotation formula. For the validation of this method, the occipital impact experiment was carried out and followed by the sled test for the evaluation under the traffic accident condition. The results showed that the risk of ASDH can be evaluated by relative motion between the skull and brain of the ATD head calculated by using the developed method.

    DOI: 10.1299/jsmemecj.2016.j0290101

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  • Study of influence of strain distribution on a rat brain parenchyma on action potential transmission

    OKADA Kazuya, MIYAZAKI Yusuke, SATOU Katsushige, INAJI Motoki

    The Proceedings of Mechanical Engineering Congress, Japan   2016   J0290103   2016

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    Diffuse brain injury is classified by coma time clinically. If coma time is less than 6 hour, it is called concussion, and if coma time is 6 hour or more, it is called Diffuse Axonal Injury (DAI), but the difference of occurrence mechanism of these two injury in neural scale has not been understood yet. Therefore, it is needed to clarify relationship between deformation of brain parenchyma and tolerance of brain function. Although electrophysiological change of axonal function is important, various studies have been conducted based on morphological change of axon. The purpose of this study is to examine relationship between strain distribution and action potential when strain is loaded to corpus callosum of rat brain slice. Firstly, we measured action potential transmitting across corpus callosum when static strain or dynamic strain is loaded. Then we constructed finite element model of rat brain slice to reconstruct strain distribution of the experiment. As a result, we found that action potential is decreased significantly when static strain 0.1 to 0.2 is loaded. And decrease of potential is also observed when dynamic strain was loaded.

    DOI: 10.1299/jsmemecj.2016.j0290103

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  • 901 Influence of Rotational and Translational Motion of the Head on the Deformation behavior in the Brain

    ANATA Kenji, MIYAZAKI Yusuke

    The Proceedings of Conference of Hokuriku-Shinetsu Branch   2016.53   _901-1_ - _901-5_   2016

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    DOI: 10.1299/jsmehs.2016.53._901-1_

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  • 2C24 Estimation of representative spine alignment using upright open MRI data

    ODANI Mamiko, SATO Fusako, MIYAZAKI Yusuke

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2016.28   _2C24-1_ - _2C24-5_   2016

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    More than 30% of total car accidents involved rear-end collisions, and minor neck injuries account for 90% of these injuries. Whiplash Associated Disorders (WAD) is one kind of minor neck injury. WAD causes giddiness and shoulder stiffness, and symptoms tend to become chronic and lasting, however the mechanism is unknown. The previous study indicated that the whole spine alignment affects mechanism of WAD. Therefore, it is important to obtain accurate whole spine alignment for WAD study. However, because of the difficulty of capturing the whole spine alignment, alignment patterns of occupant are unknown. The objective of this study is to analyze and categorize the spinal alignment patterns of the occupant and estimate the representative spine alignment of each pattern by using the upright open MRI data. The whole spine alignment MRI data of 15 volunteers were analyzed using Multi Dimensional Scaling (MDS) method, and classified with the spine alignment patterns. The representative alignments on the 50% probability ellipsoid on the distribution map were reconstructed by using shape composition method.

    DOI: 10.1299/jsmebio.2016.28._2c24-1_

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  • Construction of fall trigger detection based on analysis of daily behavior of infants

    KANIE Ryohei, ITO Masato, MIYAZAKI Yusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2016   J0290106   2016

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    For comprehensive quantitative estimation of falling injury risks, it is important to divide the injured time into fall trigger, protective reaction, and passive deformation of body tissue. However, the mechanism of fall trigger has not been clear. Therefore, we constructed fall trigger detection method based on analysis of some falls of infants captured in living environments. In analysis, we acquired fall motion data by using a motion capture system, and evaluated fall trigger using Center Of Pressure on BOS coordinates and foot angle (Roll, Pitch, and Yaw). As specific changes of time courses of the parameters were observed near the fall start time, these parameters can be related to fall trigger. In addition, we detected the fall trigger using the change point detection in falls by the sliding. As a result, we detected fall trigger all three falls by the sliding. The method is useful for the detection of the fall trigger in the fall by the sliding.

    DOI: 10.1299/jsmemecj.2016.j0290106

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  • Development of a sensor wheel for a racing wheelchair and measurement of the driving force

    IIDA Kazuki, MIYAZAKI Yusuke, TERAKADO Shun, NAKASHIMA Motomu, YOSHIDA Yasuyuki, MARUYAMA Takeo, YAMABE Kahoru

    The Proceedings of the Symposium on sports and human dynamics   2016   A-17   2016

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    The disabled sports get a great deal of attention. In fact, almost 40 million people watched the London Paralympic games on TV. Among them, the wheelchair racing has been popular after the first international wheelchair sporting competition for the disabled in 1952 and Japan got a lot of medals in the wheelchair racing. Due to advanced wheelchair quality and technology of analyzing kinematics, the results of record have improved. Previous studies considered the force on a hand rim and the characteristics of strokes. However these studies were confined to consider the driving force and the motion individually. One of the reason is that no measurement instrument of the driving force for a racing wheelchair was developed. Then this study developed the sensor wheel for a racing wheelchair to measure the two-force components on a hand rim plane. The experiment to measure the driving force and the motion at the same time was conducted at wind tunnel facility of JISS (Japan Institute of sports sciences) with the sensor wheel, 7 motion capture cameras and a roller system. The subjects were 3 proficient athletes, two of them have played as Japanese national members. They were asked to play the cruising and acceleration phase. In conclusion, the present study has demonstrated that the driving force could be measured with the sensor wheel and we could discovery the differences of strokes. Further study is needed in order to analyze the characteristic of strokes and indicate the relationship of each parameter in detail.

    DOI: 10.1299/jsmeshd.2016.a-17

    DOI: 10.3951/biomechanisms.26.79_references_DOI_AUjWMdo4iaKYGFQe9iBN1GSJMer

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  • 224 Extraction and difference quantification of protective motion in case of indoor fall behaviors by multivariate analysis

    Ito Masato, Mano Akira, Miyazaki Yusuke, Watanabe Ryoji, Nishida Yoshihumi

    Dynamics and Design Conference : D & D   2015   "224 - 1"-"224-12"   2015.8

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    Human falls represents daily behavior. Especially in children and elderly, falling accidents lead to fatal injuries. Therefore to clarify the mechanism of the human fall and develop the method to prevent the accidents are necessary. In earlier studies, many researchers have estimated fall-related injuries, such as bone fractures, using human finite element models. However, to evaluate fall behavior adequately, pre-injury phase such as avoidance or protective behaviors should be implemented because impact forces are related to those behaviors. So in this study infants' protective reactions were focused on. 16 infants' natural fall behaviors measured in a lab where imitated a living environment were captured and the joint angle data were analyzed to extract special feature in fall behavior and the quantitatively extract the time when the protective reaction starts. The special features of fall behavior such as parachute reflex were extracted by the analysis of principal component method. And in the 12 out of 16 cases the start time of protective reactions were extracted by the singular spectrum conversion based methods. Then the time durations of protective reaction and skill of protective reaction were defined based on the principal component analysis. These methods lead the proposition of evaluation method of adequacy of protective reaction in each fall behaviors.

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  • 2D45 Extraction and analysis of protective reaction in case of indoor fall behaviors by temporal segmentation method

    MANO Akira, ITO Masato, MIYAZAKI Yusuke, WATANABE Ryoji, NISHIDA Yoshifumi

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2015.27   471 - 472   2015

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    DOI: 10.1299/jsmebio.2015.27.471

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  • Simulation Technology for Injury Reconstruction to Present, Accumulate, and Share the Knowledgeof Injury Mechanisms

    Miyazaki Yusuke

    Journal of Japan Society for Safety Engineering   54 ( 4 )   245 - 252   2015

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    Language:Japanese   Publisher:Japan Soceiety for Safety Engineering  

    DOI: 10.18943/safety.54.4_245

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  • S0230102 Influence of traffic accident form for brain depth distortion on vehicle occupant

    HARASAWA Yuki, MIYAZAKI Yusuke, UENO Masaki, SUGIMOTO Shigeru, ASAHI Ryusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2015   _S0230102- - _S0230102-   2015

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    DAI (Diffuse Axonal Injury) is known for severe brain injury and having high occurrence rate in traffic accidents. DAI caused by deep brain distortion arisen from head rotational motion, however the detail mechanism is not clear. Therefore sufficient safety measure for DAI is not taken even now. In previous studies, consider DAI occurrence mechanism by using physical model or simulation model. However, these studies were confined to consider injury mechanism under limited external force condition. Therefore consideration to injury mechanism under external force condition assumed traffic accidents is necessary for more elucidation of injury mechanism. Then, this study analyzed head motion and deep brain distortion of occupant in traffic accident by simulation using human and vehicle finite element model and disccuss DAI occurrence mechanism. Simulation on five kinds of collision forms carried out, whose forms are FRB (Full-lap Rigid Barrier) frontal collision, ODB (Offset Deformable Barrier) frontal collision, SORB (Small Overlap) frontal collision, MDB (Moving Deformable Barrier) side collision and POLE side collision. Also the head of human finite model was improved to occur a relative motion between brain and skull. As a result, high strain at corpus callosum and brainstem which is focus of DAI, were due to head convolution and lateroflexion respectively. Then, results of this study showed that SORB frontal collision, MDB side collision and POLE side collision cause such head motion.

    DOI: 10.1299/jsmemecj.2015._s0230102-

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  • 2D33 Influence of a strain on a rat brain parenchyma on action potential transmission

    MIURA Yuji, MIYAZAKI Yusuke, HAYASHI Shihori, INAJI Motoki, SATO Katsushige

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2015.27   455 - 456   2015

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    DOI: 10.1299/jsmebio.2015.27.455

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  • J2330101 Research of Iyashi caused by tactile stimulation with fMRI

    HATADA Yasunobu, MIYAZAKI Yusuke, KITAOKA Tetsuko, YANO Ryuichi, AKAMA Hiroyuki

    The Proceedings of Mechanical Engineering Congress, Japan   2015   _J2330101- - _J2330101-   2015

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    In the modern society, many people feel loneliness and uneasiness, dissatisfaction memtally. These accumulations may produce serious social problems such as the suicide. "Iyashi" that is stimulation to restore a state of mind is effective to improve these problems. In this study, I focused on tactile stimulation and measured the brain activity of the "Iyashi" state using fMRI and alanyzed it. In fMRI experiments, "Iyashi" state was reproduced by tactile stimulations and storythinking. The areas activated in "Iyashi" state by tactile stimulation were anterior cingulate cortex and middle frontal gyrus. Anterior cingulate cortex was also activated by storythinking. It was shown that these areas was deeply related to "Iyashi". In addition, I inspected whether could distinguish "Iyasi" state by a brain activation pattern. In the case of only tactile stimulation data, it was succeeded to distinguish significantly. In the case of different input stimulation data, it was not succeeded. It was suggested that processes of "Iyashi" were different.

    DOI: 10.1299/jsmemecj.2015._j2330101-

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  • C-10 Investigation of fifth metatarsus fracture mechanism based on measurement of soccermovements

    UCHIDA Tadahiro, MIYAZAKI Yusuke, TATEISHI Tomohiko, YUKI Arata, MORIYASU Kenta, MIURA Ayu

    The Proceedings of the Symposium on sports and human dynamics   2015   _C-10-1_ - _C-10-8_   2015

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    A fracture of fifth metatarsal bone caused by playing soccer has been widely reported. However, the fracture mechanism of metatarsal bone has not been sufficiently clarified yet. The purpose of this study is to investigate influences of moves in playing soccer on the fifth metatarsal bone behavior by using motion capture and foot pressure measurement system. The experimental results showed that foot pressure under the fifth metatarsus bone of the pivot foot in a cross step motion and a cross kicking motion were heigher than that in inside step motion. Foot width got narrowed in the cross step moiton and kicking motion at proximal end fifth metatarsus bone. On the other hand, foot width got widend at the distal end. It is expected that identification of the mechanical behaviors in cross step motion and the kicking motion on to the bone stress distribution provides useful information to clarify the metatarsal bone fracture mechanism.

    DOI: 10.1299/jsmeshd.2015._c-10-1_

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  • Measurement of standing balance ability by a wire driven parallel mechanism Reviewed

    Hiroshi TACHIYA, Daisaku UCHIJIMA, Tatsuro MOTOYA, Muneharu TSURUOKA, Keigo FUJITA, Yusuke MIYAZAKI

    Transactions of the JSME (in Japanese)   81 ( 821 )   14 - 00133   2015

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    Falls are a major reason for elderly people to require nursing care. Prevention of falls requires evaluation of standing balance ability of human. Thus various measurements were performed and the relation between the results and occurrence of falls was considered. Although these measurements were mainly done under stable upright posture, the measurements of balance ability should be done under near falling. However, from a viewpoint of safety of subjects, the occurrences of falls which may inflict damage on them must be avoided during the measurements. This study, thus, develops a device that can measure standing balance of subjects until falls. The device consists of a three degree of freedom (3DOF) wire driven parallel mechanism, the output link of which is attached to a subject. The device can control 3DOF rotational motion of the output link by wires. Each wire has strain-gages to detect the forces applied to the output link and judge the falling moment. Furthermore, a force-plate is set on the base to measure the center of pressure (COP) of a subject. The device can guide subjects in specified direction at the measurement and support them safely at falling. We measured the COP at the fall moment and the body sways on tilting posture by the proposed device. As a result, it is found that the differences between subjects become clearer as their postures tilt closer to fall moment.

    DOI: 10.1299/transjsme.14-00133

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  • 人体頭部のモデル化による傷害の予測と評価—Prediction of Severe Brain Injury Using Physical and Computational Model of a Head—特集 人体のモデル化

    宮崎 祐介

    設計工学 = Journal of Japan Society for Design Engineering : 日本設計工学会誌   49 ( 3 )   113 - 119   2014.3

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    Language:Japanese   Publisher:東京 : 日本設計工学会  

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  • 2E31 Study on the mechanism and criterion of rotational brain injury

    MIYAZAKI Yusuke

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2014.26   455 - 456   2014

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    DOI: 10.1299/jsmebio.2014.26.455

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  • J0250102 Investigation of intracranial structures inside related to rotational brain injury

    ODANI Mamiko, MIYAZAKI Yusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2014   _J0250102- - _J0250102-   2014

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    Diffused Axonal Injury is a type of head injury which occurs frequently in traffic accidents. It is said that it is caused by rotational head movement, and elucidation of the mechanism is necessary. There are three factors affecting the occurrence of DAI based on the intracranial structure; A complicated brain and skull structure, relative motion of the brain and skull with cerebrospinal fluid present?, and the restraint of the brain motion due to cerebral flax and tentorium cerebelli. Although various studies are done based on these three factors, it is difficult to reproduce in solid-model and simulation model, and while the influence of three factors in computational dynamics has been unknown, the simplification of the model is performed in the simulation. In this study, constructed the head neck solid-models which the intracranial structure factors differ, and considered the influence of an intracranial structure factors. The experiment which imitated the collision from the side was conducted on three sorts of the head neck solid-models, and brain depths distortion was measured. It turned out that the experimental result of three sorts of head neck substance models is compared, and it has influence with relative motion important for brain depths distortion between a brain slot and a brain-skull.

    DOI: 10.1299/jsmemecj.2014._j0250102-

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  • 5-2-3-449 Biomechanical evaluation of falling protective reaction based on analysis of falling behavior of infants

    MANO Akira, MIYAZAKI Yusuke, HAYASHI Ryo, KAKARA Hiroyuki, NISHIDA Yoshifumi

    Dynamics and Design Conference : D & D   2013   "449 - 1"-"449-10"   2013.8

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    For comprehensive quantitative estimation of injury risks, it is important to divide the injured time into evasive action, protective reaction, and passive deformation. However, the protective reaction of kinematic and kinetic properties has not been clear. Therefore, in order to clarify the mechanism of protective reaction, we analyzed some falls captured in living environments. In kinematic analysis, we obtained the joint angle data of the actual falling behavior of infants, and investigated the feature of falling motion using principal component analysis. As a result, the shoulder and knee extension movement was represented in first and second principal component. Then, we investigate the time of protective reaction with the cluster analysis. In kinetic analysis, we identified the joint torque with the fall simulation to reproduce the behavior of protective reaction. As results of some falls analyzed, the protective reaction can be consisted of the motion mixing primitive reflexes.

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  • 自転車事故による重傷を防ぐ—特集 育児グッズを検証する

    北村 光司, 宮崎 祐介, 西田 佳史, 山中 龍宏

    チャイルドヘルス / 診断と治療社 [編]   16 ( 6 )   404 - 407   2013.6

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  • J022012 Study on Mechanism of Infantile Acute Subdural Hematoma caused by Accidental Household Trauma

    Miyazaki Yusuke, Yamasaki Mami, Nonaka Masahiro, Iwase Hirotaro, Nishida Yoshifumi, Yamanaka Tatsuhiro

    The Proceedings of Mechanical Engineering Congress, Japan   2013   _J022012-1 - _J022012-4   2013

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    This paper examines the mechanism of infantile acute subdural hematoma occurred in household minor trauma such as falling from standing position. Infantile head finite element model we developed were able to accurately represent intracranial brain motion in backward falling scenario. The results showed that both skull forward rotation generated after rebounds from a floor and to keep stopping of the brain within intracranial space are the key mechanism of acute subdural hematoma in backward falling. Furthermore, benign enlargement of subarachnoid space causes the of acute subdural hematoma risk.

    DOI: 10.1299/jsmemecj.2013._j022012-1

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  • 3A07 Kinetic evaluation of the protective reaction based on falling behavior of infant

    HAYASHI Ryo, MIYAZAKI Yusuke, MOTOYA Tatsurou, KAKARA Hiroyuki, NISHIDA Yoshifumi

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2013.25   475 - 476   2013

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    DOI: 10.1299/jsmebio.2013.25.475

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  • J151015 Evaluation of standing balance with a measuring system consisted of wire driven parallel mechanism

    MOTOYA Tasturou, TACHIYA Hiroshi, TSURUOKA Muneharu, MIYAZAKI Yusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2013   _J151015-1 - _J151015-5   2013

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    Falls in elderly people are a major reason to require primary nursing care. The prevention of falls requires the evaluation of standing balance ability of human. Thus various measurements were performed and the relation between the results and occurrence of falls were considered. Although these measurements were mainly done under stable upright posture, the measurements of balance ability should be done under near falling. However from a viewpoint of safety of subjects, the occurrences of falls which may damage them must be avoided. This study, thus, develops a device that can measure the standing balance of subjects until falls. The device consists of a three degree of freedom (3DOF) wire driven parallel mechanism, the output link of which is attached to a subject. The device can control 3DOF rotational motion of the output link by the wires. Each wire has strain-gages to detect the forces applied to a subject and judge the falling moment. Furthermore, a force-plate is set on the base to measure the center of pressure (COP) of a subject. The device can guide the subject in specified direction at the measurements and support him safely at falling. We measured the COP at the fall moment and the postural sway on tilting posture by the device. As a result, the limitations of maintaining the balance in elderly subjects were smaller than young subjects. The total liner length and outer area of COP trajectory were lager under tilting posture than under stable upright posture.

    DOI: 10.1299/jsmemecj.2013._j151015-1

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  • 0214 Ability evaluation by a standing balance measuring system composed of a wire driven parallel mechanism

    MOTOYA Tatsurou, TACHIYA Hiroshi, MIYAZAKI Yusuke, FUJITA Keigo, TSURUOKA Muneharu

    The Proceedings of Conference of Hokuriku-Shinetsu Branch   2013.50   021401 - 021402   2013

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    DOI: 10.1299/jsmehs.2013.50.021401

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  • 3A09 Deformation measurement at pushing of the index finger skin layer of Human children and a Macaca mulatta

    KAWAGUCHI Satoshi, SAKAMOTO Jiro, MIYAZAKI Yusuke, TADA Mitsunori, NISHIMURA Takeshi

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2013.25   479 - 480   2013

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    DOI: 10.1299/jsmebio.2013.25.479

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  • 3A03 Relationship between nerve cell damages and shear deformation of a substrate simulated viscoelastic characteristic of brain

    NAKADA Yu, MIYAZAKI Yusuke, NAKADATE Hiromichi, AOMURA Shigeru

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2013.25   467 - 468   2013

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    DOI: 10.1299/jsmebio.2013.25.467

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  • 25・4 傷害防止工学(25.スポーツ・アンド・ヒューマン・ダイナミクス,<特集>機械工学年鑑)

    宮崎 祐介

    日本機械学会誌   116 ( 1137 )   595   2013

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    DOI: 10.1299/jsmemag.116.1137_595

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  • 3A06 Evaluation of the risk of infantile acute subdural hematoma in case of violent shaking and accidental fall

    MURATA Kazuma, MIYAZAKI Yusuke, YAMASAKI Mami, NONAKA Masahiro, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2013.25   473 - 474   2013

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    DOI: 10.1299/jsmebio.2013.25.473

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  • D-18 指の裂傷の発生危険性に関する評価法確立のための生体力学的研究

    坂本, 二郎, 宮崎, 祐介, 多田, 充徳

    霊長類研究所年報   42   124 - 124   2012.10

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  • 5424 Evaluation Method of Safety in Accidental Collisions with Corners

    Yamamoto Eri, Kariya Kenji, Niwa Noriyuki, Nishida Yoshifumi, Takano Tachio, Myouse Hideyuki, Miyazaki Yusuke

    Summaries of technical papers of annual meeting   ( 2012 )   889 - 890   2012.9

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  • 7A43 Construction of Finite Element model for an infant head validated with intracranial brain motion and its application to the fall simulation.

    KITAYAMA Satoshi, MIYAZAKI Yusuke, YAMASAKI Mami, NONAKA Masahiro, BABA Yohei, YAMANAKA Tatsuhiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2012.24   _7A43-1_ - _7A43-2_   2012

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  • 7A35 Brain Deformation measurement of a three dimensional head-neck physical model with a transparent skull portion.

    TANJI Kazuya, MIYAZAKI Yusuke, ANATA Kenji, TACHIYA Hiroshi, HOJO Akihiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2012.24   _7A35-1_ - _7A35-2_   2012

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    DOI: 10.1299/jsmebio.2012.24._7a35-1_

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  • J023011 Research of the protective reaction based on falling behavior of infant

    HAYASHI Ryo, MIYAZAKI Yusuke, MOTOYA Tatsurou, KAKARA Hiroyuki, NISHIDA Yoshifumi

    The Proceedings of Mechanical Engineering Congress, Japan   2012   _J023011-1 - _J023011-5   2012

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    Infant's fall accidents are occurring frequently. For comprehensive quantitative estimation of injury risks, it is important to divide the injured time into evasive action, protective reaction, and passive deformation. However, the protective reaction of kinematic and kinetic properties has not been clear. Therefore, in order to solve the mechanism of protective reaction, we construct a biomechanical analysis method of protective reaction. First, we obtained the joint angle data of the actual falling behavior of infants, and investigated the time of protective reaction with the cluster analysis. In kinematic analysis, we investigated the feature of falling motion using principal component analysis. As a result, the shoulder and knee extension movement was represented in second principal component. In kinetic analysis, we identified the joint torque with the fall simulation to reproduce the behavior of protective reaction. As a result, the protective reaction consisted of extension or flexion of limbs and restraint of the body trunk.

    DOI: 10.1299/jsmemecj.2012._j023011-1

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  • C021002 Making Research Paper : About the Use of the JSME Specification Template File

    MIYAZAKI Yusuke, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of Mechanical Engineering Congress, Japan   2012   _C021002-1 - _C021002-3   2012

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    Leading cause of death for children from 1 to 14 years in Japan has not changed for 30 years,which is 'accidental death'.Besides,intentional injuries due to child abuse have been drastically increasing within 10 years.We aims to systematically correct both children's intentional and unintentional injury data at hospitals and utilize those to identify the cause and study how to cope with the injuries,in order to prevent the recurrence.This lecture focuses on to describe a part of the project,which is how to create general safety knowledge from injury cases by analyzing and identifying the cause of accidents.

    DOI: 10.1299/jsmemecj.2012._c021002-1

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  • 1120 Understanding of Intracranial Brain Motion by Reproducing Shaken Baby Syndrome

    KOIZUMI Takayuki, TSUJIUCHI Nobutaka, HARA Keisuke, YAGI Nobuhiko, MIYAZAKI Yusuke

    The Proceedings of Conference of Kansai Branch   2012.87   _11-20_   2012

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    DOI: 10.1299/jsmekansai.2012.87._11-20_

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  • J165045 Measurement device of standing balance ability by a wire driven parallel mechanism

    FUJITA Keigo, TACHIYA Hiroshi, UCHIJIMA Daisaku, MIYAZAKI Yusuke, NISHIMRA Seiji

    The Proceedings of Mechanical Engineering Congress, Japan   2012   _J165045-1 - _J165045-5   2012

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    Falls are a leading reason for elderly people to require nursing care The prevention of falls requires the evaluation of standing balance ability of human Thus various measurements were performed and the relation between the results and the occurrence of falls were considered Although these measurements were mainly done under stable upright posture, the measurements of balance ability should be done under near falling However from a viewpoint of safety of subjects, the occurrences of falls which may inflict damage on them must be avoided This study, thus, develops a device that can measure standing balance of subjects until falls The device consists of a three degree of freedom (3DOF) wire driven parallel mechanism, the output link of which is attached to a subject The device can control 3DOF rotational motion of the output link by wires Each wire has strain-gages to detect the forces applied to a subject and judge the falling moment Furthermore, a force-plate is set on the base to measure the center of pressure (COP) of a subject The device can guide subjects in specified direction at the measurements and support them safely at falling We measured the COP at the fall moment and the body sways on tilting posture by the proposed device As a result, it is found that the differences between subjects become clearer as their postures tilt closer to fall moment

    DOI: 10.1299/jsmemecj.2012._j165045-1

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  • 交通事故における、回転外力脳損傷のメカニズムの検討

    稲次 基希, 宮崎 祐介, 成相 直

    研究結果報告書集 : 交通事故・各種災害の防止等分野・高齢者福祉分野   18   1 - 4   2012

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  • 25・3 人体モデル化(25.スポーツ・アンド・ヒューマン・ダイナミクス,<特集>機械工学年鑑)

    宮崎 祐介

    日本機械学会誌   115 ( 1125 )   603 - 604   2012

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    DOI: 10.1299/jsmemag.115.1125_603_3

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  • J021012 Intracranial brain motion of infants in case of falling accidents from low height

    MURATA Kazuma, MIYAZAKI Yusuke, YAMASAKI Mami, NONAKA Masahiro, BABA Yohei, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of Mechanical Engineering Congress, Japan   2012   _J021012-1 - _J021012-5   2012

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    Mechanism of an infantile subdual hematoma has been controversial. It is not known whether the injury occurs in physical abuse or accident, or both. This is because it cannot observe the relative motion between skull and brain in the infant dummy with conventional rigid head though it is thought briding vein stretch by the relative motion between skull and brain is most likely to poroduce acute subdual hematomas.To identify the influence of height and first imact body region on intracranial brain motion, we developed a dummy which visualizes the relative motion between skull and brain, and conducted experiments dropping the dummy onto wooden surface. As the results, HIC significantly increased (P<0.001) with increase of fall height, but peak briding vein steretch ratio was not depenent on fall height (P=0.76). HIC (P<0.05) and peak briding vein steretch ratio (P<0.001) were significantly affected by first impact body region.

    DOI: 10.1299/jsmemecj.2012._j021012-1

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  • J021033 Construction of a finite element model of a finger implemented hyperelastic characteristics of a skin layers and its application to simulation of jamming in living life

    MIYAZAKI Yusuke, YAMAZAKI Takeshi, SAKAMOTO Jiro, TADA Mitsunori, MOCHIMARU Masaaki

    Mechanical Engineering Congress, Japan   2011   "J021033 - 1"-"J021033-4"   2011.9

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    This paper describes a construction of a finite element model of a human finger for the use of estimation of laceration in jamming/crushing in living life. To accurately implement both the shapes of internal structures of an finger and the deformation characteristics, the shape of the model and deformation characteristics of the skin layer were obtained from an same specific individual. Moreover, hyperelastic characteristic of the skin layers were modeled with Ogden material model to accurately calculate the shear strain in large deformation. As the results of the application to simulations in case of jamming occurring in living life, the hyperelastic skin layer model was effective for the situations occurring large deformation of a skin layers.

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  • 609 Influence Head of Infant Child from Shaken Baby Syndrome

    KOIZUMI Takayuki, TSUJIUCHI Nobutaka, YAGI Nobuhiko, MIYAZAKI Yusuke

    Dynamics and Design Conference : D & D   2011   95   2011.9

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  • 5344 Evaluation Method of Safety in Accidental Collisions with Corners

    Yamamoto Eri, Kariya Kenji, Niwa Noriyuki, Nishida Yoshifumi, Miyazaki Yusuke

    Summaries of technical papers of Annual Meeting Architectural Institute of Japan. E-1, Architectural planning and design I, Building types and community facilities, planning and design method building construction system human factor studies planning and design theory   ( 2011 )   721 - 722   2011.7

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  • Deformation measurement in a real-shaped 3D head physical model

    2010 ( 23 )   69 - 70   2011.1

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  • 8G-04 Measurement of relative motion between skull and brain in shaking events using an infant physical model

    NISHIMURA Tsuyoshi, MIYAZAKI Yusuke, NISHIDA Yoshihumi, YAMASAKI Mami, YAMANAKA Tatsuhiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2010.23   127 - 128   2011

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    DOI: 10.1299/jsmebio.2010.23.127

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  • J021031 Influence of surface characteristic on deformation behavior of infant brain in fall

    MURATA Kazuma, MIYAZAKI Yusuke, YAMASAKI Mami, NONAKA Masahiro, BABA Yohei, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of Mechanical Engineering Congress, Japan   2011   _J021031-1 - _J021031-4   2011

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    Mechanism of an infantile subdural hematoma has been controversial. It is not known whether the injury occurs in physical abuse or accident, or both. To identify the influence of surface characteristic on intracranial brain motion in backward fall, we developed a dummy which could visualize the relative motion between skull and brain, and conducted falling experiment by changing surfaces. As the results of the experiments, intracranial brain motion was not affected by the differences of the surface characteristics.

    DOI: 10.1299/jsmemecj.2011._j021031-1

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  • 610 Visualization of Intracranial Brain Motion during Shaking by Using a Realistically Shaped Physical Head Model

    MIYAZAKI Yusuke, MURATA Kazuma, YAMASAKI Mami, NONAKA Masahiro, BANBA Youhei, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of the Dynamics & Design Conference   2011   _610-1_ - _610-8_   2011

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    Many biomechanical studies involving infant anthropometric dummies with a monolithic head part have been performed to clarify the mechanism underlying brain injury during shaking. However, using these dummies, it is not possible to visualize the relative rotational motion between the skull and brain that would directly rupture bridging veins during shaking. Therefore, we constructed an infant anthropometric dummy that had a realistically shaped physical model of an infant head to help visualize the relative motion between the skull and brain. As the results, significant rotational motions were observed between the skull and brain on violent shaking. The results showed the bridging vein stretch ratio exceeded the threshold for the rupture and indicated that change in rotational direction during shaking plays a more important role in ASDH than does the instantaneous peak angular acceleration.

    DOI: 10.1299/jsmedmc.2011._610-1_

    DOI: 10.1299/transjsme.2014bms0177_references_DOI_ABty2bDd3MkcZB2zNrbZF9GIb6i

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  • J021022 Influence of Brain Shape Factors on the Strain Distribution in Deep Brain

    TANJI Kazuya, MIYAZAKI Yusuke, ANATA Kenji, TACHIYA Hiroshi, HOJO Akihiro

    The Proceedings of Mechanical Engineering Congress, Japan   2011   _J021022-1 - _J021022-4   2011

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    The purpose of this study is to examine the influence of the brain shape factor on the strain distribution in deep brain by comparing the distribution of the three differently-shaped head physical models in rotational impact. One of the brain model used in this study was shaped actual human brain including the cerebral sulci, gyri and ventricles. Another was no-ventricle brain model with sulci. The other was simple-shaped brain model removed theose structures. All models were induced to rotational acceleration by impactor collision causing 4500 rad/s^2 peak angular acceleration with 8 ms pulse duration. After rotating 60 degree, all models were decelerated with 1500 rad/s^2 peak, 30 ms duration. As the results of the experiments, the maximum principal strain at brainstem in no-ventricle model was larger than the actual model. And the strain in simple model was small compared with the others. Therefore the cerebral ventricles had a strain-relieving effect on deep brain. On the other hand, the sulci had a strain-increasing effect on deep brain.

    DOI: 10.1299/jsmemecj.2011._j021022-1

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  • 虐待の早期発見のための統計的・物理的診断技術の開発—Statistical and physical diagnosis technology for child abuse control—特集 犯罪からの子どもの安全

    北村 光司, 西田 佳史, 宮崎 祐介

    ヒューマンインタフェース学会誌 = Human interface = Journal of Human Interface Society   13 ( 2 )   81 - 88   2011

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  • 512 Experimental apparatus to measure fall of human standing posture by a wire driven parallelmechanism

    UCHIJIMA Daisaku, FUJITA Keigo, TACHIYA Hiroshi, MIYAZAKI Yusuke, NISHIMURA Seljl

    The Proceedings of Conference of Hokuriku-Shinetsu Branch   2011.48   159 - 160   2011

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    DOI: 10.1299/jsmehs.2011.48.159

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  • A50 Development of Fall Database for Biomechanical Simulation

    Kakara Hiroyuki, Nishida Yoshifumi, Sang Min Yoon, Miyazaki Yusuke, Mizoguchi Hiroshi, Yamanaka Tatsuhiro

    The Proceedings of the Symposium on sports and human dynamics   2011   255 - 259   2011

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    This paper describes the development of the fall database for a biomechanical simulation. First, data of children's daily activities were collected at a sensor home, which is a mock daily living space. The sensor home comprises a video-surveillance system embedded into a daily-living environment and a wearable acceleration-gyro sensor. Then, falls were detected from sensor data using a fall detection algorithm developed by authors, and videos of detected falls were extracted from long-time recorded video. The extracted videos were used for fall motion analysis. A new CV algorithm was developed to automate fall motion analysis. Using the developed CV algorithm, fall motion data were accumulated into a database. The developed database allows a user to perform conditional searches of fall data by inputting search conditions, such as a child's attributes and fall situation. Finally, a biomechanical simulation of falls was conducted with initial conditions set using the database.

    DOI: 10.1299/jsmeshd.2011.255

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  • 子どもの材料特性データ

    宮崎祐介

    子ども計測ハンドブック   2011

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  • W231005 Current Status of the Development of Digital Human Models

    MIYAZAKI Yusuke

    The Proceedings of Mechanical Engineering Congress, Japan   2011   _W231005-1   2011

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    DOI: 10.1299/jsmemecj.2011._w231005-1

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  • 8D-15 Research for Injury Prevention Engineering by multidisciplinary team

    MIYAZAKI Yusuke

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2010.23   235 - 236   2011

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    DOI: 10.1299/jsmebio.2010.23.235

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  • 2P2-K11 A System for Supporting Forensic Authentification Based on Individual Biomechanical Characteristics : 3nd Report Calculate of Biomechanical Characteristics and the technique of calculate(Digital Human)

    Nishida Yoshihumi, Ogimoto Haruki, Takano Tachio, Koizumi Yoshinori, Miyazaki Yusuke, Iwase Hirotarou, Yamanaka Tatsuhiro, Mizoguchi Hiroshi

    The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)   2011   _2P2-K11_1 - _2P2-K11_4   2011

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    In this peper, the system estimating biomechanical characteristics in the system for supporting forensic authentification vased on individual biomechanical characterstics is reported. The system estimating biomechanical characteristics integrated measuring 3D shap, a system for inspecting biomechanical characteristics and element simulation and the example using this system is reported

    DOI: 10.1299/jsmermd.2011._2p2-k11_1

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  • A43 Intracranial Brain Motion during Shaking or Falling in Infants

    MIYAZAKI Yusuke, YAMASAKI Mami, Nonaka MASAHIRO, BAMBA Youhei, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro

    The Proceedings of the Symposium on sports and human dynamics   2011   225 - 230   2011

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    Medical care providers, social services, and legal systems are needed to make critical decisions regarding child abuse however the diagnosis is difficult because the differential diagnosrelys on individualized experiences, and empirical data. Especially, although, subdural hematoma is one of the commonest features of the abused children, the mechanism is unknown. We constructed an infant anthropometric dummy that had a realistically shaped physical model of an infant head to help visualize and clarify the mechanism of acute subudural hematoma during shaking or falling accident. Intracranial brain motion during shaking was more significant than the case in falling because significant reverse rotational motion between the skull and brain occured during shaking. Therefore, the risk of acute subudural hematoma in shaking was significantly higher than the falling situation.

    DOI: 10.1299/jsmeshd.2011.225

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  • A31 Evaluation of head protection capability of child helmets to various head shapes

    KITAYAMA Satoshi, MIYAZAKI Yusuke, NISHIDA Yoshifumi, MOCHIMARU Masaaki, YOSHIDA Takeshi

    Symposium on sports and human dynamics   2010   132 - 136   2010.11

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    The purpose of this study is to evaluate the protective capability of the children's helmet to various head shapes by using the FE model of the children's helmet and 1-3-years old child's representative head shapes. Head FE models of various shapes in each age were constructed based on the distribution of head width, head length and head height in Japanese children from one to three years old. Helmet FE model was constructed based on the shape data of existing children's helmet. The analysis simulating a fall from a bicycle was done by using these models. The analytical results showed that the protective capability of a helmet was affected by matching the size to be able to wear the helmet deeply to avoid a force concentration at the contact area of the head.

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  • MADYMOによるFormula SAE車両の前面衝突安全性能の検証—Inspection of safety performance of a formula SAE vehicle by MADYMO during frontal impact

    榎本 啓士, 宮崎 祐介, 福井 龍也

    設計工学 = Journal of Japan Society for Design Engineering : 日本設計工学会誌   45 ( 11 )   569 - 572   2010.11

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  • 1255 Evaluation Method of Safety in Accidental Collisions with Corners

    Yamamoto Eri, Kariya Kenji, Nishida Yoshifumi, Miyazaki Yusuke, Niwa Noriyuki

    Summaries of technical papers of Annual Meeting Architectural Institute of Japan. A-1, Materials and construction   ( 2010 )   509 - 510   2010.7

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  • Potential use of digital human models in sports science and technology: スポーツ科学・工学へのデジタル・ヒューマンモデルの適用可能性: 小特集 スポーツを面白くする工学

    113 ( 1095 )   96 - 100[含 日本語文要旨]   2010.2

  • 13・5 ヒューマン・スポーツ工学(13.機械力学・計測制御,<特集>機械工学年鑑)

    宮崎 祐介

    日本機械学会誌   113 ( 1101 )   631   2010

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    DOI: 10.1299/jsmemag.113.1101_631_1

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  • 2A1-A28 A System for Presenting Potential High-risk Situation by Integrating Biomechanical, Injury, and Child Daily Behavior Model

    Koizumi Yoshinori, Nishida Yoshifumi, Motomura Yoichi, Miyazaki Yusuke, Mizoguchi Hiroshi

    The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)   2010   _2A1-A28_1 - _2A1-A28_4   2010

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    Injury prevention is one of the most important and urgent issues in children's health since the primary cause of death of children is unintentional injury. Passive approach, namely injury prevention approach by product modification is strongly needed. The risk assessment is one of the most fundamental methods to design safety products. However, the conventional risk assessment has not been able to deal with risk of childhood injury due to product use because product manufacturers have poor childhood injury data and child behavior data. Developing methodology of evidence-based assessment for childhood injury risk is required by product manufacturers. This paper proposes a system for presenting potential high-risk situation by integrating biomechanical, injury, and child daily behavior model. To prove the effectiveness of the proposed system, this paper describes the application of the system to the risk analysis of a playground swing in a park. The system calculated the potential risk of head injury around the swing equipment.

    DOI: 10.1299/jsmermd.2010._2a1-a28_1

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  • 2A1-A29 A System for Supporting Forensic Authentification Based on Individual Biomechanical Characteristics: 1st Report : Development of a System for Inspecting Biomechanical Characteristics Based on Forensic Autopsy Work Flow Analysis

    Nishida Yoshifumi, Ogimoto Haruki, Takano Tachio, Miyazaki Yusuke, Iwase Hirotarou, Yamanaka Tatsuhiro, Mizoguchi Hiroshi

    The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)   2010   _2A1-A29_1 - _2A1-A29_4   2010

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    To address a problem of childhood unintentional and intentional injuries such as injury due to accident and injury due to child abuse, tools for scientifically analyzing causes of death and injury process is needed. The objective of this study is to develop a system for supporting forensic authentification based on individual biomechanical characteristics by robotizing a forensic autopsy room. The system supports inspecting biomechanical characteristics, and injury process analysis by biomechanical simulation based on the inspected characteristics. To this end, as the first step, this paper describes analysis of the forensic autopsy work and development of a system for inspecting biomechanical characteristics.

    DOI: 10.1299/jsmermd.2010._2a1-a29_1

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  • J0201-2-5 Relationship between skull rotational motion and brain deformation behavior : Experimental study using real-shaped physical head model

    Miyazaki Yusuke, Anata Kenji, Tanji Kazuya, Tachiya Hiroshi, Hojo Akihiro, Sakamoto Yuichiro

    The proceedings of the JSME annual meeting   2010.6   205 - 206   2010

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    Effects of head rotational motion on brain deformation behavior were examined using a head physical model constructed from individual medical images of a head. The model consists of the parts reconstructed the skull, falx, cerebrospinal fluid (CSF) and brain, which represents an actual human head shape. Rotational impacts were applied around frontal axis of the model under the conditions in the case that maximum angular acceleration and angular velocity were controlled. As the results of experiments, shear strain in brain part and peak strain between skull and brain surfaces, which assumes strain at bridging veins, correlates strongly with peak change of angular velocity but correlates poorly with maximum angular acceleration which has been often proposed as a head injury criterion in rotational impact. Thus, peak change of angular velocity of a head should be included in the injury criterion in the case that rotational motion of a head occurs.

    DOI: 10.1299/jsmemecjo.2010.6.0_205

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  • A17 Influence of the brain shape and structure on the strain distribution

    TANJI Kazuya, MIYAZAKI Yusuke, Anata Kenji, TATIYA Hiroshi, HOJO Akihiro, SAKAMOTO Yuichi

    The Proceedings of the Symposium on sports and human dynamics   2010   77 - 81   2010

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    The purpose of this study is to examine the influence of the brain shape and structure on the strain distribution by comparing the distribution of the two differently-shaped head physical models in rotational impact. One of the brain model used in this study was shaped actual human brain including the cerebral sulci, gyri and ventricles. The other was simple-shaped model removed those structures. Each model was exposed to angular acceleration by impactor collision causing 4500rad/s^2 peak rotational acceleration with 8ms pulse duration. After rotating 60 degree, two models were decelerated with 1500 rad/s^2 peak, 30ms duration. As the results of experiments, the maximum principal strain at the corpus callosum in real-shaped model was larger than the simple-shaped model. And the concentrations in base of the sulci were also observed in the real-shaped model. Therefore it was clarified that the brain shape such as the cerebral sulci and corpus callosum affect the strain distribution.

    DOI: 10.1299/jsmeshd.2010.77

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  • A18 Measurement of Relative Displacement between Skull and Brain using a 3D Transparent Physical Head Model

    MIYAZAKI Yusuke, FUJII Yusuke, TACHIYA Hiroshi, HOJO Akihiro

    The Proceedings of the Symposium on sports and human dynamics   2010   82 - 87   2010

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    A Three dimentional transparent physical model of a human head with real shape was constructed to visualize and measure relative motion between skull and brain in order to clarify the mechannism of acute subdural hematoma. The model consists of a transparant skul, brain made of syllicone gel, cerebrospinal fluid to reconstruct relative motion between brain and skull and meninges which constraints the motion. The shape was based on real-shaped three dimentional CAD data constructed from CT/MRI images of a specific individual. The results of experiments in the cases of impactor collision to the occipital skull showed that shape of impact force pulse applied to the head was not affected on maximum bridging vein strains because of relative motion between skull and brain due to existance of cerebro spinal fluid.

    DOI: 10.1299/jsmeshd.2010.82

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    Other Link: http://hdl.handle.net/2297/36764

  • エビデンスベースド・リスクアセスメント : 製品使用の予見から計算論的リスク評価まで—Evidence-Based Risk Assessment Foreseeing of Product Usage and Computational Evaluating of Risk

    野守 耕爾, 村井 庸平, 宮崎 祐介

    人工知能学会全国大会論文集   24回   1 - 4   2010

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I025925920

  • 子どもの行動モデル群と傷害発生モデルに基づいた時空間重ね合わせシ ミュレーションによる製品に潜在するハイリスク状況の提示

    小泉 喜典, 西田 佳史, 本村 陽一, 山中 龍宏, 宮崎 祐介, 溝口 博

    人工知能学会全国大会論文集   JSAI2010   3J1NFC1a6 - 3J1NFC1a6   2010

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    子どもの事故予防に配慮した製品設計を行う際、子どもと製品とのインタラクションを検討することが重要となる。しかし、製品の安全設計は設計者によって主観的に行われているのが現状である。本研究では、実データから作成された傷害発生モデルと子どもの行動モデルを生体衝撃シミュレーションと統合し、子どもの日常行動を製品設置空間で重ね合わせて再現することで、起こり得るハイリスクな事故状況を提示する方法を述べる。

    DOI: 10.11517/pjsai.jsai2010.0_3j1nfc1a6

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  • 620 Visualization of child head injury hazardous area in living spaces

    Miyazaki Yusuke, Kitamura Koji, Nomori Koji, Nishida Yoshifumi

    The Proceedings of the Dynamics & Design Conference   2010   _620-1_ - _620-6_   2010

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    This paper describes the development of the method to visualize hazardous area in living spaces regarding child head injury in falling. The method considered factors regarding both injury severity and frequency. The injury severity database was classified as the severity level of head injury in relation to falling height, the distance to the collision surface and the surface characteristics for head protection. The database was constructed based on both falling experiment using infant dummy and large amount of falling simulations using multi-body models for children. Moreover, a probabilistic model of climbing behavior, which assumes injury frequency, was constructed based on behavior measurement. Skull fracture possibility calculated from the database and the model was mapped on a 3D CAD model of a living environment. The method helps designers to easily prefind hazardous area in living spaces

    DOI: 10.1299/jsmedmc.2010._620-1_

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  • 人体デジタルモデルを用いた交通事故傷害予測に関する研究

    宇治橋 貞幸, 宮崎 祐介, 阪本 雄一郎

    タカタ財団助成研究論文集   2010   中扉2p,1 - 72,巻頭1枚   2010

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  • Potential Use of Digital Human Models in Sports Science and Technology (Japanese Summary)

    MIYAZAKI Yusuke

    Journal of the Society of Mechanical Engineers   113 ( 1095 )   100   2010

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    DOI: 10.1299/jsmemag.113.1095_100

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  • Full-Field Deformation Measurement of Brain Physical Model in Angular Rotational Impact

    2009   311 - 314   2009.12

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  • 1903 Evaluation of preventive effects of child helmets on head injury using finite element models of the heads

    Miyazaki Yusuke, Mochimaru Masaaki, Nishida Yoshifumi, Yoshida Takeshi

    The Computational Mechanics Conference   2009 ( 22 )   583 - 584   2009.10

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  • 627 The evaluation of the head protection effect for the playground surface used a child fall simulator by age

    MURAI Yohei, MIYAZAKI Yusuke, MOCHIMARU Masaaki, NISHIDA Yoshihumi, KOUCHI Makiko

    2008 ( 21 )   467 - 468   2009.1

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  • Validation of a finite element model of a human head by using a physical model with the same shape and brain contusion mechanism by using the models

    2008 ( 21 )   479 - 480   2009.1

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  • Deformation Measurement of brain part in head physical model during rotational impact

    Proceedings of AP Bionmech 2009   2009

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  • Deformation Measurement of brain part in head physical model during rotational impact

    Proceedings of AP Bionmech 2009   2009

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  • 事故・傷害情報を対策法へと加工する工学的アプローチ

    小児保健研究   68 ( 2 )   191 - 198   2009

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  • デジタル・ヒューマンモデルを用いた事故・傷害解析

    スポーツ工学   4,53-59   2009

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  • HEAD INJURY ANALYSIS IN CASE OF FALL FROM PLAYGROUND EQUIPMENT USING CHILD FALL SIMULATOR

    The impact of Technology on Sport   3,417-421   2009

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  • 子どもの転倒・転落事故被害予防のためのコンピュータ・シミュレーション

    宮崎 祐介

    バイオメカニズム学会誌   33 ( 1 )   29 - 34   2009

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    子どもの転倒・転落事故に対する対策は,頻度,重症度の観点から非常に重要である.子どもの転倒・転落事故被害予防を検討する上で重要な点は,実事故に基づいた事故再現を行うことにより,徹底した事故原因究明を行うとともに,それに基づく的確かつ最小限の対策を講じることで,できるだけその環境を保全することである.また,実際に発生した事故は,氷山の一角に過ぎず,それ以外の致命的なハザードを発見し,除去することも必要である.これらの課題を解決する上で子どものデジタル・ヒューマンモデルを活用した事故再現シミュレーションが有効である.本稿では転倒・転落事故解析のための子どものデジタル・ヒューマンモデルの開発およびそれを活用した転倒・転落事故の事故原因究明と対策法の検討について実解析例を交えて紹介する.

    DOI: 10.3951/sobim.33.29

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  • HEAD INJURY ANALYSIS IN CASE OF FALL FROM PLAYGROUND EQUIPMENT USING CHILD FALL SIMULATOR

    The impact of Technology on Sport   3,417-421   2009

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  • B-14 Experimental Study for Determination between Child Abuse and Accidental Injury by Using an Anthropomorphic Test Dummy

    Yamanaka Yoshihito, Miyazaki Yusuke, Nishida Yoshihumi, Yamanaka Tatsuhiro

    The Proceedings of Joint Symposium: Symposium on Sports Engineering, Symposium on Human Dynamics   2009   301 - 305   2009

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    The purpose of this study is to develop the method to distinguish child abuse from accident injury by using anthropomorphic test dummy. In this study, shaking assumed child abuse and falling events assumed unintentional injury were examined. As the experimental conditions, two posture of shaking and gender difference in shaking were defined to clarify these effects on head injury risk outcomes. And also, four fall heights and three surfaces for falling were examined. Subdural hematoma (SDH) and skull fracture were evaluated by the peak change of angular velocity and HIC, respectively. As the result of experiments, shaking events cause SDH due to higher peak change of angular velocity, which exceeds the tolerance value, than the case in fallings. Moreover, both the shaking posture and gender affects greatly on the peak change of angular velocity. On the other hand, falling events cause skull fracture because of the higher HIC value than shaking cases.

    DOI: 10.1299/jsmesports.2009.0_301

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  • 傷害再現技術を利用した事故 虐待判別手法の開発

    宮崎祐介

    第27回日本ロボット学会学術講演会予稿集, September 2009   3E1 - 4   2009

  • 2A1-B16 Estimation of Accident Situation by Integrating Bodygraphic Injury Surveillance System and Fall Simulator

    Tsuboi Toshiki, Nishida Yoshifumi, Motomura Yoichi, Miyazaki Yusuke, Mizoguchi Hiroshi

    The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)   2009   _2A1-B16_1 - _2A1-B16_4   2009

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    The reproduction technology of accident situation is indispensable identify hazards, investigate causes, and develop preventive measures for serious child injuries. This paper proposes a method for estimating accident situation by integrating the bodygraphic injury surveillance system and a fall simulator. The proposed method allows us to to estimate possible accident situations, search the most likely accident situation by evaluating the similarity between simulation data and injury case data, and conduct the worst case analysis. This paper also reports an example of the application of the proposed method to reproducing an actually occurred accident case of play equipment.

    DOI: 10.1299/jsmermd.2009._2a1-b16_1

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  • B-4 The prediction formula of driver's injury based on the reconstruction of traffic accidents using digital human models

    KATAGATA Kenta, Miyazaki Yusuke, UJIHASHI Sadayuki

    The Proceedings of Joint Symposium: Symposium on Sports Engineering, Symposium on Human Dynamics   2009   259 - 263   2009

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    Rapid and accurate medical treat is required to decline the number of traffic death and injury people, but making accurate judgments is difficult by emergency life guard due to shortage of information for accident. So the purpose of this research is making "A prediction formula of driver's injury" as a tool for accurate judgments. To make the prediction formula, a reconstruction simulation of traffic accidents was constructed, and its accuracy was validated by comparing the results of JNCAP to those of simulation. And it was cleared by the analyzing JNCAP data that differences of type of vehicle and manufacturing year affect driver's injuries, so the prediction formula is constructed with this issue in mind.

    DOI: 10.1299/jsmesports.2009.0_259

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  • Safety Design for Playground Equipment using Computer Simulations

    MIYAZAKI Yusuke, NISHIDA Yoshifumi, YAMANAKA Tatsuhiro, MOCHIMARU Masaaki, KOUCHI Makiko, UJIHASHI Sadayuki

    Proceedings of the Annual Meeting of Japan Ergonomics Society   45spl   62 - 63   2009

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    DOI: 10.14874/jergo.45spl.0.62.0

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  • 632 Deformation measurement of a brain part in head physical model based on an actual shape

    ANATA Kenji, MIYAZAKI Yusuke, TACHIYA Hiroshi, HOJO Akihiro, SAKAMOTO Yuichiro

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2008.21   477 - 478   2009

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    DOI: 10.1299/jsmebio.2008.21.477

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  • 身体地図情報システムと生体衝撃シミュレータとの統合による事故状況尤度の導出

    小泉 喜典, 西田 佳史, 本村 陽一, 宮崎 祐介, 溝口 博

    人工知能学会全国大会論文集   JSAI2009   3D2NFC15 - 3D2NFC15   2009

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    事故事例から事故対策法を開発するには、事故状況再現が不可欠であるが、欠損データが多い事故情報からの状況推定には、超高自由度空間の探索を扱う問題が生じる。本稿では、得られる情報をうまく融合することで、効率よく事故状況を推定する技術として、遊具事故を例題として、日常の使われ方確率分布、遊具事故傷害の身体空間確率分布、生体衝撃シミュレーション技術を融合し、事故状況尤度を計算する方法を述べる。

    DOI: 10.11517/pjsai.jsai2009.0_3d2nfc15

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  • 634 Finite element analysis of dynamic response of a head due to impact and incidence criteria of injury

    KATAGATA Kenta, Miyazaki Yusuke, UJIHASHI Sadayuki

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2008.21   481 - 482   2009

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    DOI: 10.1299/jsmebio.2008.21.481

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  • B-15 Visualization of hazardous location in living environment regarding head injury in case of falling

    Murai Yohei, Miyazaki Yusuke, Nishida Yoshihumi, Kitamura Koji

    The Proceedings of Joint Symposium: Symposium on Sports Engineering, Symposium on Human Dynamics   2009   306 - 310   2009

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    The purpose of this study is to visualize a hazardous location in living environment regarding head injury by falling. In particular, the generalized method applying for various living environments was developed. In the method, general head injury database in case of falling in living environment was constructed. The database is based on large amount of simulation results using a multi-body model for Syears old child. And, the database classified the severity level of head injury in relation to falling height and the distance to the collision surface. In order to visualize the hazardous location in a targeted living environment, the severity level of head injury were mapped on the 3D CAD model of the environment based on the database by calculating the distance and height from standing position to collision objects such as furniture. The method made it possible to easily visualize a living environment in shorter time.

    DOI: 10.1299/jsmesports.2009.0_306

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  • 309 The estimating method of the situation of child's downfall accident by inverse problem solution

    SUZUKI Takayuki, MIYAZAKI Yusuke, MARUYAMA Takeo, UJIHASHI Sadayuki, MOCHIMARU Masaaki, NISHIDA Yoshifumi, KOUCHI Makiko

    Dynamics & Design Conference   2008   "309 - 1"-"309-5"   2008.9

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    In this study, the method to infer the situation of child's downfall accident by computer simulation was constructed. In the simulation, child multi-body model based on real children's body dimensions and actual spiral stairs model were used. Objective function based on a fall point after the accident was determined and a response surface was constructed to estimate the relationship between the objective function and input variables of the simulation. The circumstances of pre-accident were inferred by using genetic algorithm. The method was applied to a real accident and the estimated situation approximately corresponded to the real accident. The method showed the possibility to estimate the accident circumstances in a real accident.

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  • Influence of Individual Differences of Occupant Body or Head Shape on Brain Responses in Car Accidents Using Individual Digital Human Models Reviewed

    MIYAZAKI Yusuke, UJIHASHI Sadayuki, MOCHIMARU Masaaki, KOUCHI Makiko

    Transactions of the Japan Society of Mechanical Engineers C   74 ( 741 )   1238 - 1245   2008.5

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    DOI: 10.1299/kikaic.74.1238

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  • 405 Construction of Children Head Finite Element Models and the Application for Brain Injury Analysis in Case of Playground Accidents

    Miyazaki Yusuke, Murai Youhei, Mochimaru Masaaki, Kouchi Makiko, Nishida Yoshifumi, Tachiya Hiroshi, Hojo Akihiro

    2008 ( 45 )   115 - 116   2008.3

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  • Visualization of the hazards lurking in playground equipment based on falling simulations using children multi-body models

    Y. Miyazaki, S. Watanabe, M. Mochimaru, M. Kouchp, Y. Nishida, S. Ujihashi

    IMPACT OF TECHNOLOGY ON SPORTS II   2 ( 0 )   883 - 888   2008

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  • 安全知識構築のための転落事故再現シミュレーション

    宮崎祐介

    第26回日本ロボット学会学術講演会予稿集, 2008   2008

  • 3240 Study on Tool Path Generation for Parallel Mechanism Machine Tools

    AOKI Yasuho, TACHIYA Hiroshi, YACHI Hiroshi, MIYAZAKI Yusuke

    The proceedings of the JSME annual meeting   2008.4   177 - 178   2008

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    This paper presents a method for predicting the tool path generated by a parallel mechanism for a machine tool. As an NC machine tool generally processes a work by interpolating an ideal shape with linear curves, the deviation between the path of the tool and the ideal shape can be estimated easily. However, the input-output relation of the parallel mechanism is non-linear, and accordingly the output pose of the parallel mechanism can be hardly determined by the direct kinematics. The prediction of the deviation of the parallel mechanism machine tool is therefore extremely difficult, so that the generation of its tool path that ensures given allowance is not easy. Thus the present study proposes a simple method to predict the tool path of a parallel mechanism by approximating its motion with a spiral path. By using the prediction result, the study determines an efficiently optimal CL data to realize the tool path that ensures a required deviation.

    DOI: 10.1299/jsmemecjo.2008.4.0_177

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  • 3709 Equipment for Evaluation of Human Capacity to Avoid Fall by Using a Wire Driven Parallel Mechanism

    ARAI Yuki, TACHIYA Hiroshi, MIYAZAKI Yusuke, NISHIMURA Seiji

    The proceedings of the JSME annual meeting   2008.5   251 - 252   2008

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    This paper describes the equipment to evaluate human capacity of fall avoidance in seated position. The equipment makes a subject fall safely by supporting the upper body by wire parallel mechanism. Therefore, the equipment makes it possible to obtain the evaluation data of capacity of fall avoidance at the moment when the subject falls. The mechanism consists of four wires connecting a base chair to an output link attached to the thorax so as to support and control 3DOF motion of the upper body. Force sensors were attached to the wires which detect the time when the subjects fall and force-plate were set on base chair to measure the center of pressure (COP) which is generally used for the evaluation. The experimental result for the subject confirmed that the equipment measured the evaluation data of falls avoidance, such as variances of COP or moment around axes of a 3DOF joint of the equipment, at the time when the subject became unstable.

    DOI: 10.1299/jsmemecjo.2008.5.0_251

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  • 2403 The development of CFRP Impact attenuator by progressive crushing

    SAITO Koichiro, ENOMOTO Hiroshi, MIYAZAKI Yusuke, YAMAZAKI Koetu, UOTA Naoki

    The Proceedings of Design & Systems Conference   2008.18   346 - 348   2008

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    DOI: 10.1299/jsmedsd.2008.18.346

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  • A121 Development and Validation of a Finite Element Head-Neck Model for Head Injury Simulation

    YAMAOKA Akira, MIYAZAKI Yusuke, UJIHASHI Sadayuki, SAKAMOTO Yuichiro

    The Proceedings of the JSME Conference on Frontiers in Bioengineering   2008.19   41 - 42   2008

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    DOI: 10.1299/jsmebiofro.2008.19.41

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  • Experimental and simulation studies for the brain contusion mechanism by using a physical and FE model with high shape fidelity

    2007   55 - 59   2007.11

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  • Basic Study of Wearable Robot Hand using a Parallel Mechanism to Rehabilitate Fingers

    TACHIYA Hiroshi, YAMAMOTO Shogo, YOSHIDA Naoki, MIYAZAKI Yusuke

    Transactions of the Japan Society of Mechanical Engineers C   72 ( 718 )   1793 - 1800   2007.1

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    This study discusses a robot hand which can be mounted on the human hand to rehabilitate damaged fingers or to assist finger motion. Ordinary robot hands tend to be heavy and large, because they require to mount an actuator on each joint and to use many actuators. Thus, the robot hands are not appropriate to be mounted on the hand. This study notes that human hand grasping any objects composes parallel mechanism. As the parallel mechanisms can arrange the actuators on the base, their moving parts are simple and lightweight. Thus, we propose the wearable robot hand using parallel mechanism. The chains of the proposed mechanism are fixed to the tips of the fingers and the mechanism uses the grasped object by fingers as the output link. When human hand equipped with the proposed hand grasps an object, the proposed robot hand composes a parallel mechanism. Then, human fingers can be operated in a variety of motions. Furthermore, the restraint of the fingers by the wearable robot hand can be easily taken off by releasing the grasped object. Thus, human hand will be safe with respect to unexpected motion of the wearable robot hand.

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  • Development of CFRP Monocoque Front Impact Attenuator for FSAE with VaRTM

    Proceedings of SETC 2007   2007

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  • Development of CFRP Monocoque Front Impact Attenuator for FSAE with VaRTM

    Proceedings of SETC 2007   2007

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  • Influence of Complicated Head Shape on Intracranial Pressure Distribution at Coup and Contrecoup Sites

    Proceedings of the Third Asian Pacific Conference on Biomechanics   07 ( 207 )   248   2007

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  • Basic Study of Wearable Robot hand using a Parallel Mechanism to Rehabilitate Fingers

    Hiroshi TACHIYA, Shogo YAMAMOTO, Naoki YOSHIDA, Yusuke MIYAZAKI

    TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C   73 ( 725 )   318 - 324   2007

  • Approximation of thermal deformation behaviour of a machine tool to improve its process precision

    Hiroshi Tachiya, Yoshiyuki Kaneko, Teppei Aramoto, Hirotsugu Shinjo, Yusuke Miyazaki

    MECHANICAL BEHAVIOR OF MATERIALS X, PTS 1AND 2   345-346   181 - +   2007

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  • Dynamic Tensile and Compressive Stress-Strain Characteristics of Magnesium Alloys at Elevated Temperatures

    INTERNATIONAL JOURNAL OF MODERN PHYSICS B   2007

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  • Development of the Upper Body Motion Assist System Using a Parallel Wire Mechanism by Evaluating the Driving Tensions

    TACHIYA Hiroshi, SANO Iwane, OKUNO Kosuke, MIYAZAKI Yusuke, YOSHIDA Hirokazu

    Transactions of the Japan Society of Mechanical Engineers C   73 ( 727 )   833 - 840   2007

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    DOI: 10.1299/kikaic.73.833

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  • Approximation of thermal deformation behaviour of a machine tool to improve its process precision

    Hiroshi Tachiya, Yoshiyuki Kaneko, Teppei Aramoto, Hirotsugu Shinjo, Yusuke Miyazaki

    MECHANICAL BEHAVIOR OF MATERIALS X, PTS 1AND 2   345-346   181 - +   2007

  • Influence of Complicated Head Shape on Intracranial Pressure Distribution at Coup and Contrecoup Sites

    Proceedings of the Third Asian Pacific Conference on Biomechanics   07 ( 207 )   248   2007

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  • Basic Study of Wearable Robot Hand using a Parallel Mechanism to Rehabilitate Fingers

    TACHIYA Hiroshi, YAMAMOTO Shogo, YOSHIDA Naoki, MIYAZAKI Yusuke

    Transactions of the Japan Society of Mechanical Engineers C   73 ( 725 )   318 - 324   2007

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    This study discusses a robot hand which can be mounted on the human hand to rehabilitate damaged fingers or to assist finger motion. Ordinary robot hands tend to be heavy and large, because they require to mount an actuator on each joint and to use many actuators. Thus, the robot hands are not appropriate to be mounted on the hand. This study notes that human hand grasping any objects composes parallel mechanism. As the parallel mechanisms can arrange the actuators on the base, their moving parts are simple and lightweight. Thus, we propose the wearable robot hand using parallel mechanism. The chains of the proposed mechanism are fixed to the tips of the fingers and the mechanism uses the grasped object by fingers as the output link. When human hand equipped with the proposed hand grasps an object, the proposed robot hand composes a parallel mechanism. Then, human fingers can be operated in a variety of motions. Furthermore, the restraint of the fingers by the wearable robot hand can be easily taken off by releasing the grasped object. Thus, human hand will be safe with respect to unexpected motion of the wearable robot hand.

    DOI: 10.1299/kikaic.73.318

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  • Dynamic Tensile and Compressive Stress-Strain Characteristics of Magnesium Alloys at Elevated Temperatures

    Aramoto, T., Tachiya, H., Hori, A., Hojo, A., Miyazaki, Y.

    INTERNATIONAL JOURNAL OF MODERN PHYSICS B   22 ( 9-11 )   2007

  • B220 Construction of a head physical model based on an actual head shape and measurement of its impact responses

    ANATA Kenji, MIYAZAKI Yusuke, TACHIYA Hiroshi, HOJO Akihiro

    The Proceedings of the JSME Conference on Frontiers in Bioengineering   2007.18   151 - 152   2007

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    DOI: 10.1299/jsmebiofro.2007.18.151

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  • 636 Effect of individual difference of body shape on head responses in case of traffic accidents

    TOSA Yoshiyuki, MIYAZAKI Yusuke, UJIHASHI Sadayuki

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2006.19   454 - 455   2007

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    DOI: 10.1299/jsmebio.2006.19.454

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  • (2)衝撃を受ける人体の個体別デジタル・モデルの構築と傷害予測手法の研究(研究奨励,日本機械学会賞〔2006年度(平成18年度)審査経過報告〕)

    宮崎 祐介

    日本機械学会誌   110 ( 1062 )   354   2007

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    Language:Japanese   Publisher:一般社団法人 日本機械学会  

    DOI: 10.1299/jsmemag.110.1062_354_2

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  • 409 Development of The CFRP Shock Absorption Structures for The F-SAE Vehicle

    HIRANO Eiji, ENOMOTO Hiroshi, HIEDA Noboru, KITAYAMA Satoshi, MIYAZAKI Yusuke, UOTA Naoki

    The Proceedings of Conference of Hokuriku-Shinetsu Branch   2007.44   147 - 148   2007

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    DOI: 10.1299/jsmehs.2007.44.147

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  • 人体のコンピュータ・モデル作成の現状と展望

    宇治橋 貞幸, 宮崎 祐介

    計算数理工学レビュー   2006 ( 1 )   1 - 6   2006.3

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  • 534 Creation of Individual Head FE Model by the Composition of Representative Shapes

    MIYAZAKI Yusuke, UJIHASHI Sadayuki, MOCHIMARU Masaaki, KOUCHI Makiko

    2005 ( 18 )   367 - 368   2006.1

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  • Effects of the mechanical properties of the shell and liner on the shock absorption of helmets

    Yusuke Miyazaki, Sadayuki Ujihashi, Tomohiko Jin, Shinichirou Akiyama, Ko Cheolwoong

    The Engineering of Sport 6   3   145 - 150   2006

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    Language:English   Publisher:Springer New York  

    DOI: 10.1007/978-0-387-45951-6_27

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  • 351 Development of Construction Method for a High Shape-Fidelity Multi Body Model for Specific Individual

    SUZUKI Takayuki, MIYAZAKI Yusuke, UJIHASHI Sadayuki, MOCHIMARU Masaaki, KOUCHI Makiko

    The Proceedings of the Dynamics & Design Conference   2006   _351-1_ - _351-5_   2006

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    We developed the method to construct a high shape fidelity multibody model for specific individual by the height and weight only. In the method, individual body shape is created by transforming the basic body shape data, which has average height and weight. The constructed individual body shape can have smooth outer shape by using shape transformation method combining scaling with skinning deformation. Mass distribution of each segment are defined by their body dimensions. Results of falling impact simulations by using both high-shape fidelity and ellipsoidal models showed both the importance of shape fidelity for human model and consideration of individual difference in body shapes.

    DOI: 10.1299/jsmedmc.2006._351-1_

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  • Recommendation for studying Information Science and Technology

    2005

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  • 情報理工学のすすめ

    数理工学社   2005

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  • 525 Construction of Individual Multi-Body Models and Prediction Occupant Injury by Accident

    WTANABE Shuuta, SUZUKI Youhei, MIYAZAKI Yusuke, UJIHASHI Sadayuki

    The Proceedings of the Dynamics & Design Conference   2005   _525-1_ - _525-6_   2005

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    Individual multi-body models are created on the basis of the data of Japanese adult male. By using it, a method to predict the injury part of an occupant by drive recorder data is proposed. The method is as follows. Simulate impact by using occupant and vehicle cabin model. Construct prediction equations with statistical procedure. Vehicle cabin model is constructed by measuring the drive recorder mounting vehicle. Individual multi-body model is used as occupant model. The collision simulation analysis was done by taking the height, weight, the seat position, the belt anchor position, and the input acceleration in the variable, and using the model, and the injury data base was made. The influence for occupant motions by each variable was considered. By using the statistical method, the injury part prediction formula is expressed as probability of human body segment collision by a logistic regression analysis.

    DOI: 10.1299/jsmedmc.2005._525-1_

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  • 708 Construction of Individual Multi-Body Models and Application to Analysis of Occupant Dynamics

    SUZUKI Youhei, MIYAZAKI Yusuke, UJIHASHI Sadayuki

    The Proceedings of the Dynamics & Design Conference   2004   _708-1_ - _708-6_   2004

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    A construction method to create individual multi-body models is proposed on the basis of the data of Japanese adult male. Individual multi-body models can be created by two parameters, that is, the weight and the height of subject Shapes and mass distributions of each segments were defined by the 38 anthropometry data. Equations to predict 38 anthropometry data from the weight and the height of each subject were obtained by the multiple-regression analysis. The simulation of thorax impact was conducted to confirm the effect of the error of the regression equations on dynamics of human. Next, Multi body models with various body shapes were applied to the analysis of occupant dynamics. As a result, it is obtained that individual difference affected occupant dynamics.

    DOI: 10.1299/jsmedmc.2004._708-1_

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  • Construction of a Three-Dimensional Finite Element Skull Model and Simulations Under Impact

    Shida Emi, Miyazaki Yusuke, Ujihashi Sadayuki, Koseki Michihiko, Inou Norio

    The Proceedings of Joint Symposium: Symposium on Sports Engineering, Symposium on Human Dynamics   2004   199 - 203   2004

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    The purpose of this study is to understand the effect of skull local shape on the peak stress and stress distribution. A skull-brain finite element model of the human head was constructed by the CT anatomy images. This model includes inner and outer tables (cortical bones), diploe (a cancellous bone), brain and celebral-spinal fluid (CSF) layer. The mechanical properties were obtained by the aid of the published data. The model was validated by using the three types of the published test data from cadaver experiments. In order to know the local shape effect, the present model was compared with the H-head model under impact. The load was applied to a freely supported head on the frontal bone in the midsagittal plane. The Von Mieses stress distributions of the cortical and the cancellous bone were different from each other. A head model with the shape of high fidelity is necessary in order to detect the possibility of the fracture of skull.

    DOI: 10.1299/jsmesports.2004.0_199

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    Other Link: https://ndlsearch.ndl.go.jp/books/R000000004-I9596034

  • Simulation for Impact Responses of Helmets by using a Multi-Body Model

    AKIYAMA Shinichiro, MIYAZAKI Yusuke, JIN Tomohiko, UJIHASHI Sadayuki

    The proceedings of the JSME annual meeting   2004.7   139 - 140   2004

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    This paper describes the simulations of impact responses of a helmet by using a multi-body model and a head form. HIC (Head Injury Criterion) values obtained by the simulation are -significantly higher than the results by using a head form only. It is concluded that the existence of the body connected with the head cannot be ignored in order to evaluate the head injury level caused by a falling impact with surface.

    DOI: 10.1299/jsmemecjo.2004.7.0_139

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  • Simulation of Human Head due to the Falling Impact onto Sports Surfaces

    MIYAZAKI Yusuke, AKIYAMA Shinichiro, ONO Koshiro, UJIHASHI Sadayuki

    The Proceedings of the Bioengineering Conference Annual Meeting of BED/JSME   2003.15   319 - 320   2003

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    DOI: 10.1299/jsmebio.2003.15.319

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  • A study on shock absorption abilities of a helmet by considering the fracture of shell

    Jin Tomohiko, Ko Cheolwoong, Miyazaki Yusuke, Ono Koshiro, Ujihashi Sadayuki

    Proceedings of the 1992 Annual Meeting of JSME/MMD   2003   97 - 98   2003

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    Language:Japanese   Publisher:The Japan Society of Mechanical Engineers  

    DOI: 10.1299/jsmezairiki.2003.0_97

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  • 456 Simulation of the falling impact of human head with sports surfaces by using Multi-Body and an FE Model

    Miyazaki Yusuke, Akiyama Shinichiro, Ono Koshiro, Ujihashi Sadayuki

    The Proceedings of the Dynamics & Design Conference   2003   _456-1_ - _456-6_   2003

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    The aim of this study is to investigate the mechanism of the head injury which occurs when human fell onto a relatively soft sport surface such as a judo tatami. A sports surface consists of FE model of tatami. Human body includes FE model of head, which is added to bridging veins, connected 21segments Multi-body model of human. By using these models, falling impact simulations in case of sports were carried out to investigate the mechanism of the head injury, especially subdural hematoma. As a result of these simulations, it is clarified that peak strain of bridging veins is not associated with surface characteristics. That is, the fatal head injury can occur even if human falls onto softer surfaces.

    DOI: 10.1299/jsmedmc.2003._456-1_

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  • Simulation of the Falling Impact of Human Head with Sports Surfaces by using Multi-Body Dynamics

    Proceedings of 4th International Conference of Engineering of Sport   2002

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  • Simulation of the Falling Impact of Human Head with Sports Surfaces by using Multi-Body Dynamics

    Proceedings of 4th International Conference of Engineering of Sport   2002

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Works

  • estimation of window safety in pinching injury using finger models

    2009

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  • 指はさみ傷害シミュレーションによる窓の安全性評価に関する研究

    2009

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  • 子どもの全身モデルを用いた転倒・転落解析

    2008

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  • 子ども用自転車ヘルメットの適合性と安全性に関する研究

    2008

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  • 生体力学シミュレーションモデルの構築・傷害発生時の状況を傷害状態から逆問題として推定するシステムの構築

    2008

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  • construction of digital human model for the estiamtion of injured situation

    2008

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  • falling simulation using child fall simulator

    2008

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  • effect of size fit on shock attenuation properties of child helmets

    2008

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  • Finite element analysis for whole body of human

    2007

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  • 年齢別子ども有限要素モデルの調査

    2007

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  • 全身有限要素解析作業

    2007

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  • Research of child fineite element models

    2007

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  • 年齢別子ども人体モデルの調査

    2006

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  • research for child computer model

    2006

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Awards

  • Best presentation award

    2008  

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  • 日本機械学会北陸信越支部賞(優秀講演賞)

    2008  

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    Country:Japan

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  • JSME Young Engineers Award

    2007  

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  • 日本機械学会奨励賞(研究)

    2007  

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    Country:Japan

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  • JSAE Research Award for Graduate School Students

    2006  

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  • (財)三井住友海上福祉財団 研究助成

    2006  

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    Country:Japan

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  • 自動車技術会大学院研究奨励賞

    2006  

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    Country:Japan

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  • Mitsui Sumitomo Insurance Welfare Foundation, Research grant

    2006  

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Research Projects

  • 頭部衝撃実環境計測・脳変形解析・機械学習を用いたリアルタイム脳損傷予測手法の構築

    Grant number:23K27957  2023.4 - 2027.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    宮崎 祐介, 中山 晴雄, 張 月琳, 紙谷 武

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    Grant amount:\18590000 ( Direct Cost: \14300000 、 Indirect Cost:\4290000 )

    本研究は柔道,アメリカンフットボール,サッカー等のスポーツにおける頭部衝撃を対象に実競技環境下における計測を行い,頭部衝撃情報と医療情報が紐づいたスポーツ頭部衝撃データベースを構築する.さらには,人体頭部のデジタルツインである有限要素モデルによるシミュレーションと,フィジカルツインである次世代頭部ダミーを用いた衝撃実験により脳内変形情報のデータベース化とメカニズム解明を行う.
    これらにより衝撃条件・脳変形情報・診断情報が紐づいたデータベースを完成させ,本データベースに対して,機械学習により脳損傷リスクを判別する人工知能モデルを構築することを目的とする.今年度は実頭部衝撃環境下における脳振盪事例としてバスケットボール,ラグビー,サッカー,相撲における頭部衝突ビデオを収集し,これらのビデオより頭部衝撃時の姿勢や速度をマーカーレスで推定する手法の開発を行った.さらには,柔道においてマウスガード型センサを用いて実際の競技中での頭部の加速度データの予備的計測を行った.また,英国ラフバラ大学との共同研究において本研究で開発した次世代頭部ダミーを用いて,サッカーのヘディング時を想定した頭部衝撃実験を実施した.さらには,ヘディングにおける頭部衝撃を再現するために,材料特性を正確に反映したボールモデルの構築を行うとともに,人体有限要素モデルを用いた解析により,ヘディング時における脳変形データベースの構築を行なった.また,スポーツにおける床面衝突,対人衝突,野球ボール衝突を想定したシミュレーションを実施することにより,種々のスポーツにおける頭部衝突時の脳変形挙動データベースの構築を行なった.

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  • 多種競技における頭部衝撃継続収集と大規模力学解析に基づく脳震盪発生基準の構築

    Grant number:20H04073  2020.4 - 2024.3

    日本学術振興会  科学研究費助成事業  基盤研究(B)

    宮崎 祐介, 中山 晴雄, 張 月琳

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    Grant amount:\17940000 ( Direct Cost: \13800000 、 Indirect Cost:\4140000 )

    本研究ではスポーツにおける広範な衝撃条件に対応した脳振盪発生基準を構築することを目的とする.具体的には以下の4点に関して研究を行うことを目的としている.
    (1)マウスピース型衝撃センサによる実競技環境下における衝撃条件・診断情報統合データの
    継続収集, (2)世界唯一の次世代頭部ダミーとシミュレーションによる衝撃再現に基づく脳
    変形情報の取得,(3)衝撃条件・診断情報・脳変形挙動からなる脳震盪データベースの構築
    (4)機械学習により広範な衝撃条件に対応した脳震盪発生基準(人工知能モデル)を構築する.
    上記のうち(1)については,コロナウイルス禍による制約のため,実競技環境下での頭部衝撃計測は困難であった.そこで,研究対象を広げ,実験室環境下でも衝撃計測が可能なサッカーにおけるヘディングを対象として,マウスピース衝撃センサを用いた衝撃計測を実施した.(2)については,(1)で計測したサッカーにおけるヘディング時の頭部衝撃データに基づきヘディング衝撃再現シミュレーションを行い,(3)のデータベースの構築を実施した.さらには,野球ボール衝突を再現したコンピュータシミュレーション,学校環境下での事故データベースに基づくサッカーにおける頭部衝撃再現シミュレーション,柔道における頭部加速度計測を再現した頭部運動シミュレーションを実施し,種々の衝突条件下における脳変形情報のデータベース化を実施した.(4)については,新たに脳ひずみ波形の特徴に基づくクラスター分析を活用した脳振盪判別手法の開発をおこなった.

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  • Development of a novel surrogate head which incorporates detailed intracranial structure for the use of safety equipments standard tests (Fostering Joint International Research)

    Grant number:16KK0123  2017 - 2019

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Fund for the Promotion of Joint International Research (Fostering Joint International Research)

    Miyazaki Yusuke

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    Grant amount:\12870000 ( Direct Cost: \9900000 、 Indirect Cost:\2970000 )

    By conducting international joint research with world-leading sports technology institute in Loughborough University and human computer modeling researchers at Chalmers University of Technology, the objective of this research project was to develop a safety test method for sports brain injury using the world's first and only novel human head surrogate with intracranial structure developed by the applicant team to date. First, we conducted a baseball collision experiment using a high-speed ball collision apparatus at the Sport Technology Institute in Loughborough University, and conducted research on the mechanism and test method of sports brain injury with very short time duration of impact. In addition, a finite element model of human head, helmet, baseball ball were developed. From the results of both experimental and simulations, the mechanism of intracranial brain deformation in baseball impact cases might be different from head impact cases in other sports or traffic accidents.

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  • Development of flexible sports protectors hardening under high speed deformation based on impact biomechanics

    Grant number:26420010  2014.4 - 2017.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Higuchi Masahiro

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    Grant amount:\5070000 ( Direct Cost: \3900000 、 Indirect Cost:\1170000 )

    In the present study, we develop a flexible sports protector whose outer shell hardens only under impact due. First, a bisphenol A-type epoxide resin with amine-based curing agent is selected as an outer shell for the proposed protector. The strain rate effect of compressive property were controlled by change the compound ratio of the main and curing agents, and the relation between the relaxation modulus and the compound ratio was clarified by the dynamic viscoelasticity measurements. Next, based on the time dependency of the modulus, a prototype of the flexible sports protector was produced. Experiments on the flexibility and impact absorption characteristic of the protector were conducted, and the results suggested the advantages of the proposed protector.

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  • Brain Injury Biomechanics Research integrating its Spationtemporal Factors using Injury Reconstruction Technique and Neurortansmission Functional Evaluation

    Grant number:26350495  2014.4 - 2017.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Miyazaki Yusuke

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    Grant amount:\4940000 ( Direct Cost: \3800000 、 Indirect Cost:\1140000 )

    Brain injury occurs as a consequence of human behavior, protective reaction, rigid body motion, tissue deformation and cell damage. In order to understand the spatiotemporal structure of injuries, we conducted integrated brain injury biomechanics researches regarding rigid body motion of the head, tissue deformation and cell damage. Especially, we focused on rotational brain injuries mechanisms such as diffused brain injuries and acute subdural haematoma. In order to clarify relationship between rigid body motion of the head and tissue damage, we conducted injury reconstruction experiments for child abuse, household trauma and sports injury in Judo, by using our original physical head models capable of visualization ofintracranial brain motion. In addition, in order to clarify relationship between tissue deformation and cell damage, we examined relationship between strain distribution and action potential when strain is loaded to corpus callosum of rat brain slice.

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  • Development of a tactile sensor that can measure frictional conditions between tires and roads in order to improve driving safety of cars

    Grant number:23560158  2011 - 2013

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TACHIYA Hiroshi, MIYAZAKI Yusuke

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    Grant amount:\5460000 ( Direct Cost: \4200000 、 Indirect Cost:\1260000 )

    The present study proposed a simple tactile sensor that can measure vertical load, frictional load and its direction simultaneously and tried to equip a tire with the proposed sensor so as to measure the frictional coefficient of road. In order to confirm the availability of the sensor, a simple driving simulator that can apply high-load to a tire in arbitrary direction were developed. By using the simulator, the study has measured the frictional coefficients of various surfaces by using the tire equipped with the tactile sensor. As a result, it has been confirmed that the sensor can measure wide range of frictional coefficients under high-load by considering the deformation of the tire.

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  • Experimental study of brain injury biomechanics by integrating the spatial scale from cell to tissue level

    Grant number:23760093  2011 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

    MIYAZAKI Yusuke

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    Grant amount:\4550000 ( Direct Cost: \3500000 、 Indirect Cost:\1050000 )

    Prevention of traumatic brain injury due to rotational impact is important from the frequency and severity of the injury in various accidents. However, head injury criterions existing have not been able to correctly estimate or predict the injuries. In order to establish the injury criterion capable of evaluating the severe traumatic brain injury, the multi scale relationships between the rigid-body motion of a head measured in dummy, brain parenchyma deformation and cell scale damage should be elucidated seamlessly. In this study, we constructed a precise head physical model and carried out the side impact experiments to clarify the relationship between the brain parenchyma deformation and rigid body motion of the head. In addition, in order to elucidate the relationship of cell damage and brain parenchyma deformation, brain physical model with cultured PC12 cells was developed and shear deformation was applied to the model. As the results obtained in the side impact experiments, the most important mechanism of deep brain deformation behavior was due to reverse rotation of the left and right brain. In addition, the 0.25 shear or principal strain of brain parenchyma model causes significant increase of neuritis damage rate.

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  • Study on Brain Injury Mechanism during rotational impact by using a Real-Shaped Physical Model of a Human Head

    Grant number:21760071  2009 - 2010

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Young Scientists (B)

    MIYAZAKI Yusuke

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    Grant amount:\4810000 ( Direct Cost: \3700000 、 Indirect Cost:\1110000 )

    The purposes of this study were to construct a head physical model having a real human shape by using CAD/CAM technologies, and measure shear strain distribution and propagation in the brain model under rotational impact. A 3D head physical model was constructed from CT and MR images of a subject. The model consists of a skull, falx, cerebrospinal fluid (CSF) and brain. Full-field deformation behavior on the coronal plane of the brain was measured by using digital image correlation (DIC). As the results, shear strain at corpus callosum, surrounded ventricles and longitudinal fissure of cerebrum, showed biggest value. The results correspond to the characteristics of occurrence of diffused axonal injury. Therefore, complex shape of brain and the relative motion between the skull and brain affect on the mechanism of traumatic brain injury.

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  • A study of parallel wire-driven mechanisms for measuring human physical capabilities to prevent a fall

    Grant number:20560129  2008 - 2010

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    TACHIYA Hiroshi, NISHIMURA Seiji, MIYAZAKI Yusuke

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    Grant amount:\4680000 ( Direct Cost: \3600000 、 Indirect Cost:\1080000 )

    This study develops devices to measure the balance maintenance ability of human against falls in sitting and standing positions. The devices are composed of parallel wire-driven mechanisms. The mechanism supports human body by its output part and leads human body to the specified direction of tilt. Furthermore, the mechanism can hold the body when the fall occurs. Thus the devices can measure the fall behavior of human reproducibility and safely. The study measured the center of pressure, tilt angle and so on of human at a fall by the developed devices and confirmed the obtained data can denote the individual differences, features about the tilt direction and so on.

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  • 形状忠実な頭部物理モデルとFEモデルによる脳外傷発生メカニズムの解明に関する研究

    Grant number:18800015  2006 - 2007

    日本学術振興会  科学研究費助成事業  若手研究(スタートアップ)

    宮崎 祐介

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    Grant amount:\2780000 ( Direct Cost: \2780000 )

    現状のヘルメットやエアバッグなどの防護用品の設計基準は,脳の変形を考慮せずに,単に頭部を剛体とみなしたときの並進加速度のみから算出されており,実際の脳外傷の発生にそれほど関係がないと言われている。そこで,脳外傷の発生メカニズムを解明し,それに基づく設計基準を制定することが,事故の犠牲者を減らす上で重要となる。そこで,衝撃を受ける頭部の外傷発生メカニズムを解明するために,主に頭部FEモデルを用いた研究が行われているが,生体実験データの取得が困難であるため,その妥当性は十分に検証されていない。一方で,球等の単純形状の物理モデルを用いた実験も行われているが,実際に人体で起きる現象を把握できるとは言い切れない。
    そこで,本研究では特定個体の医用画像から構築された頭部の三次元CADデータからラピッドプロトタイピング技術を利用することにより,形状忠実な頭部の物理モデルを製作するとともに,同一形状を有する有限要素モデルも構築した。さらに,前年度において頭部物理モデルにより行われた衝撃実験結果により有限要素モデルの妥当性を検証した。その結果,従来研究での個体が異なる屍体実験結果を用いた検証では困難であった,頭部FEモデルの流体-構造の連成系の扱い,脳と頭蓋の境界条件および材料特性などの誤差要因の影響について検討し,定量的に同定を行うことが出来た。さらに,同定された頭部FEモデルを用いた高速度衝撃シミュレーションにより,その発生部位および形態に特徴を有する脳挫傷は頭蓋骨の解剖学的形状の影響で衝撃部位により好発部位が異なることを明らかにした。

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  • Analysis for Injury in case of Impact by a Multibody-FE Hibrid Model for Human Body

    2006

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    Grant type:Competitive

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  • 有限要素法による頭部傷害メカニズムに関する研究

    2006

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    Grant type:Competitive

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  • マルチボディ-有限要素ハイブリッドモデルによる衝撃を受ける人体の傷害解析

    2006

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    Grant type:Competitive

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  • 子供マルチボディモデルによる遊具環境危険度マップの提示法に関する研究

    2006

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    Grant type:Competitive

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  • パラレルメカニズムを利用した福祉機器の開発

    2006

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    Grant type:Competitive

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  • The method to Exhibit a map of Injury Hazard for a Play Eqquipment surrounding Children

    2006

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    Grant type:Competitive

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  • Research for Head Injury Mechanism by using Finite Element Method

    2006

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    Grant type:Competitive

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  • Development of a Welfare system by using Parallel Mechanism

    2006

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    Grant type:Competitive

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