Development and Full Body Validation of a 5th Percentile Female Finite Element Model

Authors

• Matthew L. Davis - Wake Forest School of Medicine, Virginia Tech-Wake Forest Un
• Bharath Koya - Wake Forest School of Medicine, Virginia Tech-Wake Forest Un
• Jeremy M. Schap - Wake Forest School of Medicine, Virginia Tech-Wake Forest Un
• F. Scott Gayzik - Wake Forest School of Medicine, Virginia Tech-Wake Forest Un

Topic

• Finite element analysis
• Injuries

Citation

Also In

References

1. (ISO), I.O.f.S. 2013 Road vehicles - Objective rating metric for non-ambiguous signals ISO/TS 18571
2. Ash , J. , Shaw , C.G. , Lessley , D. , and Crandall , J. 2012 PMHS Restraint and Support Surface Forces in Simulated Frontal Crashes Proc. 2012 JSAE Annual Congress (Spring)
3. Avants , B. , and Gee , J.C. 2004 Geodesic estimation for large deformation anatomical shape averaging and interpolation Neuroimage 23 1 S139 50
4. Avants , B.B. , Epstein , C.L. , Grossman , M. , and Gee , J.C. 2008 Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain Med Image Anal 12 1 26 41
5. Beillas , P. , and Berthet , F. 2012 Performance of a 50th Percentile Abdominal Model for Impact: Effect of Size and Mass Proc. European Society of Biomechanics Conference
6. Beillas , P. , Lafon , Y. , Smith , F. W. 2009 The effects of posture and subject-to-subject variations on the position, shape and volume of abdominal and thoracic organs Stapp Car Crash J 53 127 54
7. Blincoe , L. , Miller , T.R. , Zaloshnja , E. , and Lawrence , B.A. 2014 The Economic and Societal Impact of Motor Vehicle Crashes 2010 No. DOT HS 812 013 2015
8. Bookstein , F.L. 1989 Principal warps: thin-plate splines and the decomposition of deformations IEEE 11 6 567 585
9. Bouquet , R. , Ramet , M. , Bermond , F. , and Cesari , D. 1995 Thoracic and pelvis human response to impact Proc. Proceedings: International Technical Conference on the Enhanced Safety of Vehicles 100 109 National Highway Traffic Safety Administration
10. Bouquet , R. , Ramet , M. , Bermond , F. , Caire , Y. , Talantikite , Y. , Robin , S. , Voiglio , E. 1998 Pelvis human response to lateral impact Proc. 16th International Technical Conference on the Enhanced Safetfy of Vehicles 1665 1686
11. Cavanaugh , J.M. , Walilko , T.J. , Malhotra , A. , Zhu , Y. , and King , A.I. 1990 Biomechanical Response and Injury Tolerance of the Pelvis in Twelve Sled Side Impacts SAE Technical Paper 902305 16
12. Cavanaugh , J.M. , Zhu , Y. , Huang , Y. , and King , A.I. 1993 Injury and Response of the Thorax in Side Impact Cadaveric Tests SAE Technical Paper 933127 23
13. Cronin , D. , Fice , J. , DeWit , J. , and Moulton , J. 2012 Upper Cervical Spine Kinematic Response and Injury Prediction International Research Council on Biomechanics Injury (IRCOBI) Dubin, Ireland
14. Davis , M.L. , Allen , B.C. , Geer , C.P. , Stitzel , J.D. , and Gayzik , F.S. 2014 A Multi-Modality Image Set for the Development of a 5th Percentile Female Finite Element Model Proc. International Research Council on Biomechanics of Injury
15. Davis , M.L. , Stitzel , J.D. , and Gayzik , F.S. 2015 Thoracoabdominal organ volumes for small women Traffic injury prevention 16 6 611 617
16. DeWit , J.A. , and Cronin , D.S. 2012 Cervical Spine Segment Finite Element Model for Traumatic Injury Prediction Journal of the Mechanical Behavior of Biomedical Materials 10 138 150
17. Donato , G. , and Belongie , S. 2002 Approximate thin plate spline mappings Computer Vision-ECCV 2002 21 31 Springer
18. Duma , S.M. , Schreiber , P.H. , McMaster , J.D. , Crandall , J.R. , Bass , C.R. , and Pilkey , W.D. 1999 Dynamic injury tolerances for long bones of the female upper extremity Journal of anatomy 194 3 463 471
19. Eppinger , R.H. 1976 Prediction of thoracic injuries using measurable experimental parameters Proc. Proceedings of the Sixth International Technical Conference on the Enhanced Safety of Vehicles (ESV)
20. Evans , L. 2001 Female compared with male fatality risk from similar physical impacts Journal of Trauma-Injury, Infection, and Critical Care 50 2 281 288
21. Evans , L. , and Gerrish , P.H. 2001 Gender and age influence on fatality risk from the same physical impact determined using two-car crashes Society of Automotive Engineers
22. Forman , J. , Lopez-Valdes , F. , Lessley , D. , Kindig , M. , Kent , R. , Ridella , S. , and Bostrom , O. 2009 Rear seat occupant safety: an investigation of a progressive force-limiting, pretensioning 3-point belt system using adult PMHS in frontal sled tests Stapp Car Crash J 53 49 74
23. Gayzik , F.S. , Moreno , D.M. , Geer , C.P. , Wuertzer , S.D. , Martin , R.S. , and Stitzel , J.D. 2011 Development of a Full Body CAD Dataset for Computational Modeling: A Multi-Modality Approach Annals of Biomedical Engineering 39 10 2568 2583
24. Gayzik , F.S. , Moreno , D.P. , Danelson , K.A. , McNally , C. , Klinich , K.D. , and Stitzel , J.D. 2012 External Landmark, Body Surface, and Volume Data of a Mid-Sized Male in Seated and Standing Postures Annals of Biomedical Engineering 40 9 2019 32
25. Gayzik , F.S. , Moreno , D.P. , Vavalle , N.A. , Rhyne , A.C. , and Stitzel , J.D. 2012 Development of a Full Human Body Finite Element Model for Blunt Injury Prediction Utilizing a Multi-Modality Medical Imaging Protocol 12th Int'l LS-DYNA User Conf.
26. GHBMC 2011 GHBMC M50 Users Manual
27. Gordon , C.C. , Churchill , T. , Clauser , C.E. , Bradtmiller , B. , and McConville , J.T. 1989 Anthropometric survey of US army personnel: methods and summary statistics 1988
28. Happee , R. , Ridella , S. , Nayef , A. , Morsink , P. , de Lange , R. , Bours , R. , and Van Hoof , J. 2000 Mathematical human body models representing a mid size male and a small female for frontal, lateral and rearward impact loading Proc. Proceedings of the 2000 International IRCOBI Conference on the Biomechanics of Impact September 20-22, 2000 Montpellier, France
29. Hardy , W.N. , Schneider , L.W. , and Rouhana , S.W. 2001 Abdominal impact response to rigid-bar, seatbelt, and airbag loading Stapp Car Crash J 45 1 32
30. Hayes , A.R. , Gayzik , F.S. , Moreno , D.P. , Martin , R.S. , and Stitzel , J.D. 2013 Abdominal Organ Location, Morphology, and Rib Coverage for the 5(th), 50(th), and 95(th) Percentile Males and Females in the Supine and Seated Posture using Multi-Modality Imaging Ann Adv Automot Med 57 111 22
31. Hayes , A.R. , Vavalle , N.A. , Moreno , D.P. , Stitzel , J.D. , and Gayzik , F.S. 2014 Validation of simulated chestband data in frontal and lateral loading using a human body finite element model Traffic Inj Prev 15 2 181 6
32. Hedenstierna , S. , and Halldin , P. 2008 How does a three-dimensional continuum muscle model affect the kinematics and muscle strains of a finite element neck model compared to a discrete muscle model in rear-end, frontal, and lateral impacts Spine (Phila Pa 1976) 33 8 E236 45
33. Hodgson , V.R. , Brinn , J. , Thomas , L. , and Greenberg , S. 1970 Fracture behavior of the skull frontal bone against cylindrical surfaces
34. Horsch , J. , and Patrick , L. 1976 Cadaver and dummy knee impact response
35. Hu , J. , Fanta , A. , Neal , M. , Reed , M. , and Wang , J. 2016 Vehicle crash simulations with morphed GHBMC human models of different stature, BMI, and age Proc. 4th International Digital Human Modeling Conference
36. ISO 1999 ISO TR 9790: Road Vehicles - Anthropomorphic side impact dummy - lateral impact response requirements to assess the biofidelity of the dummy I. O. f. Standardization
37. Iwamoto , M. , Nakahira , Y. , Kimpara , H. , and Sugiyama , T. 2009 Development of a human FE model with 3-D geometry of muscles and lateral impact analysis for the arm with muscle activity
38. Iwamoto , M. , Omori , K. , Kimpara , H. , Nakahira , Y. , Tamura , A. , Watanabe , I. , Miki , K. , Hasegawa , J. , Oshita , F. , and Nagakute , A. 2003 Recent advances in THUMS: development of individual internal organs, brain, small female and pedestrian model Proc. Proceedings of 4th European LS Dyna Users conference 1 10
39. Jolivet , E. , Lafon , Y. , Petit , P. , and Beillas , P. 2015 Comparison of Kriging and Moving Least Square Methods to Change the Geometry of Human Body Models Stapp car crash journal 59 337 357
40. Kemper , A.R. , McNally , C. , Kennedy , E.A. , Manoogian , S.J. , and Duma , S.M. 2008 The influence of arm position on thoracic response in side impacts Stapp Car Crash J 52 379 420
41. Kimpara , H. , Iwamoto , M. , and Miki , M. 2002 Development of a small female FEM model Proc. Proc. JSAE spring congress 1 4
42. Kimpara , H. , Lee , J.B. , Yang , K.H. , King , A.I. , Iwamoto , M. , Watanabe , I. , Miki , K. 2005 Development of a three-dimensional finite element chest model for the 5(th) percentile female Stapp Car Crash J 49 251 69
43. King , A.I. , and Yang , K.H. 1995 Research in biomechanics of occupant protection Journal of Trauma-Injury, Infection, and Critical Care 38 4 570 576
44. Klein , K.F. 2015 Use of Parametric Finite Element Models to Investigate Effects of Occupant Characteristics on Lower-Extremity Injuries in Frontal Crashes University of Michigan
45. Kleiven , S. , and von Holst , H. 2002 Consequences of head size following trauma to the human head Journal of biomechanics 35 2 153 160
46. Koh , S.W. , Cavanaugh , J.M. , Mason , M.J. , Petersen , S.A. , Marth , D.R. , Rouhana , S.W. , and Bolte , J.H.t. 2005 Shoulder injury and response due to lateral glenohumeral joint impact: an analysis of combined data Stapp Car Crash J 49 291 322
47. Kroell , C. , Schneider , D. , and Nahum , A. 1971 Impact Tolerance and Response of the Human Thorax Stapp Car Crash J 15
48. Kroell , C.K. , Schneider , D.C. , and Nahum , A.M. 1974 Impact tolerance and response of the human thorax II SAE Technical Paper 741187
49. Lebarbé , M. , and Petit , P. 2012 New biofidelity targets for the thorax of a 50th percentile adult male in frontal impact Proc. 2012 International IRCOBI Conference on the Biomechanics of Impact Dublin, Ireland 856 870
50. Li , Z. , Kindig , M.W. , Kerrigan , J.R. , Untaroiu , C.D. , Subit , D. , Crandall , J.R. , and Kent , R.W. 2010 Rib Fractures Under Anterior-Posterior Dynamic Loads: Experimental and Finite-Element Study Journal of Biomechanics 43 228 234
51. Li , Z. , Kindig , M.W. , Kerrigan , J.R. , Untaroiu , C.D. , Subit , D. , Crandall , J.R. , and Kent , R.W. 2010 Rib fractures under anterior-posterior dynamic loads: experimental and finite-element study Journal of biomechanics 43 2 228 234
52. Li , Z. , Kindig , M.W. , Subit , D. , and Kent , R.W. 2010 Influence of Mesh Density, Cortical Thickness and Material Properties on Human Rib Fracture Prediction Medicine Engineering and Physics 32 998 1008
53. Maltese , M.R. , Eppinger , R.H. , Rhule , H.H. , Donnelly , B.R. , Pintar , F.A. , and Yoganandan , N. 2002 Response Corridors of Human Surrogates in Lateral Impacts Stapp Car Crash J 46 321 51
54. Manary , M. , Reed , M. , Flannagan , C. , and Shchneider , L. 1998 ATD Positioning Based on Driver Posture and Position Stapp Car Crash J 42 337
55. Mao , H. , Zhang , L. , Jiang , B. , Genthikatti , V.V. , Jin , X. , Zhu , F. , Makwana , R. , Gill , A. , Jandir , G. , and Singh , A. 2013 Development of a Finite Element Human Head Model Partially Validated With Thirty Five Experimental Cases Journal of biomechanical engineering 135 11 111002
56. Melvin , J.W. , Horsch , J.D. , McCleary , J.D. , Wideman , L. , Jensen , J.L. , and Wolanin , M. 1993 Assessment of air bag deployment loads with the small female hybrid III dummy Safety 2010 10 14
57. Mertz , H.J. 1984 A procedure for normalizing impact response data
58. Michaelson , J. , Forman , J. , Kent , R. , and Kuppa , S. 2008 Rear seat occupant safety: kinematics and injury of PMHS restrained by a standard 3-point belt in frontal crashes Stapp car crash journal 52 295
59. Poulard , D. , Kent , R.W. , Kindig , M. , Li , Z. , and Subit , D. 2015 Thoracic response targets for a computational model: a hierarchical approach to assess the biofidelity of a 50th-percentile occupant male finite element model Journal of the mechanical behavior of biomedical materials 45 45 64
60. Reed , M.P. , Raschke , U. , Tirumali , R. , and Parkinson , M.B. 2014 Developing and Implementing Parametric Human Body Shape Models in Ergonomics Software Proc. Proceedings of the 3rd international digital human modeling conference Tokyo
61. Robin , S. 2001 Human Model for Safety - A joint effort towards the development of redefined human-like car-occupant models 17th International Conference for the Enhanced Safety of Vehicles Amsterdam
62. SAE 2014 Instrumentation for impact test - part 1: electronic instrumentation Society of Automotive Engineers Warrendale, PA
63. Schneider , L. , Robbins , D. , Pflug , M. , and Snyder , R. 1983 Development of anthropometrically based design specifications for an advanced adult anthropometric dummy family 1 N. US Department of Transportation
64. Schoell , S.L. , Weaver , A.A. , Urban , J.E. , Jones , D.A. , Stitzel , J.D. , Hwang , E. , Reed , M.P. , and Rupp , J.D. 2015 Development and Validation of an Older Occupant Finite Element Model of a Mid-Sized Male for Investigation of Age-related Injury Risk Stapp car crash journal 59 359 383
65. Schoell , S.L. , Weaver , A.A. , Vavalle , N.A. , and Stitzel , J.D. 2015 Age-and sex-specific thorax finite element model development and simulation Traffic injury prevention 16 sup1 S57 S65
66. Serre , T. , Brunet , C. , Bruyere , K. , Verriest , J.P. , Mitton , D. , Bertrand , S. , Skalli , W. 2006 HUMOS (Human Model for Safety) Geometry: from one specimen to the 5th and 95th percentile SAE Technical Paper 2006-01-2324
67. Shaw , G. , Parent , D. , Purtsezov , S. , Lessley , D. , Crandall , J. , Kent , R. , Guillemot , H. , Ridella , S.A. , Takhounts , E. , and Martin , P. 2009 Impact Response of Restrained PMHS in Frontal Sled Tests: Skeletal Deformation Patterns Under Seat Belt Loading Stapp Car Crash J 53 1 48
68. Shin , J. , Yue , N. , and Untaroiu , C.D. 2012 A finite element model of the foot and ankle for automotive impact applications Ann Biomed Eng 40 12 2519 31
69. Song , E. , Fontaine , L. , Trosseille , X. , and Guillemot , H. 2005 Pelvis Bone Fracture Modeling in Lateral Impact Proceedings: International Technical Conference on the Enhanced Safety of Vehicles 2005 13p 13p
70. Soni , A. , and Beillas , P. 2015 Modelling hollow organs for impact conditions: a simplified case study Computer methods in biomechanics and biomedical engineering 18 7 730 739
71. Stalnaker , R. , Tarrière , C. , Fayon , A. , Walfisch , G. , Balthazard , M. , Masset , J. , Got , C. , Patel , A. 1979 Modification of Part 572 Dummy for Lateral Impact According to Biomechanical Data Stapp Car Crash J 23 843 872
72. Stayton , C.T. 2009 Application of thin-plate spline transformations to finite element models, or, how to turn a bog turtle into a spotted turtle to analyze both Evolution 63 5 1348 55
73. Summers , L. , Hollowell , W.T. , and Prasad , A. 2001 Analysis of occupant protection provided to 50th percentile male dummies sitting mid-track and 5th percentile female dummies sitting full-forward in crash tests of paired vehicles with redesigned air bag systems Proc. Proceedings of the 17th International Technical Conference on the Enhanced Safety of Vehicles Amsterdam, The Netherlands
74. Toyota 2010 Documentation of Total Human Model for Safety (THUMS) AM50 Pedestrian/Occupant Model
75. Trosseille , X. , Baudrit , P. , Leport , T. , and Vallancien , G. 2008 Rib cage strain pattern as a function of chest loading configuration
76. Ulfarsson , G.F. , and Mannering , F.L. 2004 Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents Accident Analysis & Prevention 36 2 135 147
77. Untaroiu , C. , and Shin , J. 2013 Biomechanical and Injury Response of Human Foot and Ankle under Complex Loading J Biomech Eng
78. Untaroiu , C.D. , Yue , N. , and Shin , J. 2013 A finite element model of the lower limb for simulating automotive impacts Ann Biomed Eng 41 3 513 26
79. Van Rooij , L. , Bours , R. , Van Hoof , J. , and Mihm , J. 2003 The development, validation and application of a finite element upper extremity model subjected to air bag loading Stapp Car Crash J 47 55
80. Vavalle , N. , Davis , M. , Stitzel , J. , and Gayzik , F.S. 2015 Quantitative Validation of a Human Body Finite Element Model Using Rigid Body Impacts Annals of biomedical engineering 43 9 2163 2174
81. Vavalle , N.A. , Moreno , D.P. , Rhyne , A.C. , Stitzel , J.D. , and Gayzik , F.S. 2013 Lateral impact validation of a geometrically accurate full body finite element model for blunt injury prediction Ann Biomed Eng 41 3 497 512
82. Vavalle , N.A. , Schoell , S.L. , Weaver , A.A. , Stitzel , J.D. , and Gayzik , F.S. 2014 Application of radial basis function methods in the development of a 95th percentile male seated fea model Stapp Car Crash J 58 361
83. Vezin , P. , and Verriest , J.P. 2005 Development of a set of numerical human models for safety Proc. Proceedings of The 19th. International Technical Conference on the Enhanced Safety of Vehicles (ESV) Washington DC
84. Viano , D.C. 1989 Biomechanical Responses and Injuries in Blunt Lateral Impact Stapp Car Crash J 33 113 142
85. W.H.O 2013 Global status report on road safety W. H. Organization World Health Organization Geneva, Switzerland
86. Watanabe , R. , Katsuhara , T. , Miyazaki , H. , Kitagawa , Y. , and Yasuki , T. 2012 Research of the relationship of pedestrian injury to collision speed, car-type, impact location and pedestrian sizes using human FE model (THUMS Version 4) Stapp car crash journal 56 269
87. Yang , K.H. , Hu , J. , White , N.A. , King , A.I. , Chou , C.C. , and Prasad , P. 2006 Development of Numerical Models for Injury Biomechanics Research: A Review of 50 Years of Publications in the Stapp Car Crash Conference Stapp Car Crash J 50 429 90
88. Yoganandan , N. , Nahum , A.M. , and Melvin , J.W. 2014 Accidental injury: biomechanics and prevention Springer

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