Methodology to geometrically age human body models to average and subject-specific anthropometrics, demonstrated using a small stature female model assessed in a side impact

References

• Barker JB, Cronin DS. 2021. Multi-level validation of a male neck finite element model with active musculature. J Biomech Eng. 143(1):011004.
   Web of Science ®Google Scholar
• Beillas P, Petit P, Kleiven S, Kirscht S, Chawla A, Jolivet E, Faure F, Prawl N, Bhaskar A. 2015. Specifications of a software framework to position and personalise human body models. In: International Research Council on the Biomechanics of Injury 2015 Conference; p. 594–595.
   Google Scholar
• Burkhart TA, Andrews DM, Dunning CE. 2013. Finite element modeling mesh quality, energy balance and validation methods: a review with recommendations associated with the modeling of bone tissue. J Biomech. 46(9):1477–1488.
   PubMed Web of Science ®Google Scholar
• Cavanaugh J, Walilko T, Malhotra A, Zhu Y, transactions AK-S. 1990. Biomechanical response and injury tolerance of the thorax in twelve sled side impacts. JSTOR. 99(6):1678–1693. https://www.jstor.org/stable/44554107.
   Google Scholar
• Corrales MA, Cronin DS. 2021a. Sex, age and stature affects neck biomechanical responses in frontal and rear impacts assessed using finite element head and neck models. Front Bioeng Biotechnol. 9:681134.
   PubMed Web of Science ®Google Scholar
• Corrales MA, Cronin DS. 2021b. Importance of the cervical capsular joint cartilage geometry on head and facet joint kinematics assessed in a finite element neck model. J Biomech. 123:110528.
   PubMed Web of Science ®Google Scholar
• Corrales MA, Cronin DS. 2022. An assessment of soft tissue mesh quality contribution to finite element motion segment model response in the context of morphed models. In: IRCOBI Procedings.
   Google Scholar
• Davis ML, Allen BC, Geer CP, Stitzel JD, Gayzik FS. 2014. A multi‐modality image set for the development of a 5th percentile female finite element model. In: IRCOBI Procedings.
   Google Scholar
• Drzał-Grabiec J, Snela S, Rykała J, Podgórska J, Banaś A. 2013. Changes in the body posture of women occurring with age. BMC Geriatr. 13(1):108.
   PubMedGoogle Scholar
• Faulkner JA, Larkin LM, Claflin DR, Brooks SV. 2007. Age-related changes in the structure and function of skeletal muscles. Clin Exp Pharmacol Physiol. 34(11):1091–1096.
   PubMed Web of Science ®Google Scholar
• Fedorov A, Beichel R, Kalpathy-Cramer J, Finet J, Fillion-Robin JC, Pujol S, Bauer C, Jennings D, Fennessy F, Sonka M, et al. 2012. 3D Slicer as an image computing platform for the quantitative imaging network. Magn Reson Imaging. 30(9):1323–1341.
   PubMed Web of Science ®Google Scholar
• Forman J, Poplin GS, Shaw CG, McMurry TL, Schmidt K, Ash J, Sunnevang C. 2019. Automobile injury trends in the contemporary fleet: belted occupants in frontal collisions. Traffic Inj Prev. 20(6):607–612.
   PubMed Web of Science ®Google Scholar
• Gepner B, Lin H, Wu T, Forman J, Panzer M. 2018 Jan. The challenges of out of position occupants for passive safety in automated vehicles. In: SAE Government Industry Meeting; p. 24–26.
   Google Scholar
• Gierczycka D, Cronin D. 2021. Importance of impact boundary conditions and pre-crash arm position for the prediction of thoracic response to pendulum, side sled, and near side vehicle impacts. Comput Methods Biomech Biomed Eng. 24(14):1531–1544.
   PubMed Web of Science ®Google Scholar
• Holcombe SA, Wang SC, Grotberg JB. 2016. Modeling female and male rib geometry with logarithmic spirals. J Biomech. 49(13):2995–3003.
   PubMed Web of Science ®Google Scholar
• Holcombe SA, Wang SC, Grotberg JB. 2017a. Age-related changes in thoracic skeletal geometry of elderly females. Traffic Inj Prev. 18(sup1):S122–S128.
   PubMed Web of Science ®Google Scholar
• Holcombe SA, Wang SC, Grotberg JB. 2017b. The effect of age and demographics on rib shape. J Anat. 231(2):229–247. https://doi.org/10.1111/joa.12632
   PubMed Web of Science ®Google Scholar
• Hu J, Zhang K, Reed MP, Wang J-T, Neal M, Lin C-H. 2019. Frontal crash simulations using parametric human models representing a diverse population. Traffic Inj Prev. 20(sup1):S97–S105.
   PubMed Web of Science ®Google Scholar
• Hu J, Fanta A, Neal MO, Reed MP, Wang JT. 2016. Vehicle crash simulations with morphed GHBMC human models of different stature, BMI, and age. In: 4th International Digital Human Modeling Conference.
   Google Scholar
• Iraeus J, Lundin L, Storm S, Agnew A, Kang Y-S, Kemper A, Albert D, Holcombe S, Pipkorn B. 2019. Detailed subject-specific FE rib modeling for fracture prediction. Traffic Inj Prev. 20(sup2):S88–S95.
   PubMed Web of Science ®Google Scholar
• Iwamoto M, Nakahira Y, Kimpara H. 2015. Development and validation of the total human model for safety (THUMS) toward further understanding of occupant injury mechanisms in precrash and during crash. Traffic Inj Prev. 16(sup1):S36–S48.
   PubMed Web of Science ®Google Scholar
• Janak T, Lafon Y, Petit P, Beillas P. 2018. Transformation smoothing to use after positioning of finite element human body models. In: IRCOBI Procedings.
   Google Scholar
• Kahane CJ. 2013. Injury vulnerability and effectiveness of occupant protection technologies for older occupants and women. National Highway Traffic Safety Administration. https://crashstats.nhtsa.dot.gov/Api/Public/Publication/811766
   Google Scholar
• Klinich KD, Ebert SM, Reed MP. 2012. Quantifying cervical-spine curvature using Bézier splines. J Biomech Eng. 134(11):114503.
   PubMed Web of Science ®Google Scholar
• Knupp PM. 2001. Algebraic mesh quality metrics. SIAM J Sci Comput. 23(1):193–218.
   Web of Science ®Google Scholar
• Kullgren A, Stigson H, Krafft M. 2013. Development of whiplash associated disorders for male and female car occupants in cars launched since the 80s in different impact directions. In: IRCOBI Procedings.
   Google Scholar
• Larsson K-J, Pipkorn B, Iraeus J, Bolte JH, Agnew AM, Hu J, Reed MP, Sunnevång C. 2019. Evaluation of the benefits of parametric human body model morphing for prediction of injury to elderly occupants in side impact. Proceedings of the International Research Council on the Biomechanics of Injury (IRCOBI) 2019.
   Google Scholar
• Li Z, Kindig MW, Subit D, Kent RW. 2010. Influence of mesh density, cortical thickness and material properties on human rib fracture prediction. Med Eng Phys. 32(9):998–1008.
   PubMed Web of Science ®Google Scholar
• Lomoschitz FM, Blackmore CC, Mirza SK, Mann FA. 2002. Cervical spine injuries in patients 65 years old and older. AJR Am J Roentgenol. 178(3):573–577.
   PubMed Web of Science ®Google Scholar
• Östh J, Mendoza-Vazquez M, Linder A, Svensson MY, Brolin K. 2017. The VIVA OpenHBM finite element 50th percentile female occupant model: whole body model development and kinematic validation. In: IRCOBI Procedings.
   Google Scholar
• Park J, Ebert SM, Reed MP, Hallman JJ. 2016. A statistical model including age to predict passenger postures in the rear seats of automobiles. Ergonomics. 59(6):796–805.
   PubMed Web of Science ®Google Scholar
• Pintar FA, Yoganandan N, Hines MH, Maltese MR, McFadden J, Saul R, Eppinger R, Khaewpong N, Kleinberger M. 1997. Chestband analysis of human tolerance to side impact. Proceedings of the 41st Stapp Car Crash ConferenceConferenc; Nov 13–14, Lake Buena Vista, FL.
   Google Scholar
• Piqueras A, Pipkorn B, Iraeus J, Maza-Frechín M, López-Valdés FJ. 2022. Assessment of in situ chest deflection of post mortem human subjects (PMHS) and personalized human body models (HBM) in nearside oblique impacts. Traffic Inj Prev. 23(4):181–186.
   PubMed Web of Science ®Google Scholar
• Ramachandra R, Kashikar T, Bolte JH. 2017. Injury patterns of elderly occupants involved in side crashes. In Conference proceedings International Research Council on the Biomechanics of Injury, IRCOBI; Vols. 2017-September.
   Google Scholar
• Reed MP, Jones MLH. 2017. A parametric model of cervical spine geometry and posture. UMTRI Report. Ann Arbor: University of Michigan, Transportation Research Institute.
   Google Scholar
• Schoell SL, Weaver AA, Urban JE, Jones DA, Stitzel JD, Hwang E, Reed MP, Rupp JD, Hu J. 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 J. 59(April 2016):359–383.
   PubMedGoogle Scholar
• Shi X, Cao L, Reed MP, Rupp JD, Hu J. 2015. Effects of obesity on occupant responses in frontal crashes: a simulation analysis using human body models. Comput Methods Biomech Biomed Eng. 18(12):1280–1292.
   PubMed Web of Science ®Google Scholar
• Singh D, Cronin DS. 2017. An investigation of dimensional scaling using cervical spine motion segment finite element models. Int J Numer Meth Biomed Engng. 33(11):e2872–13.
   Web of Science ®Google Scholar
• Stemper BD, Yoganandan N, Pintar FA. 2005. Effects of abnormal posture on capsular ligament elongations in a computational model subjected to whiplash loading. J Biomech. 38(6):1313–1323.
   PubMed Web of Science ®Google Scholar
• Vives-Torres CM, Valdano M, Jimenez-Octavio JR, Muehlbauer J, Schick S, Peldschus S, Lopez-Valdes FJ. 2021. Comparison of upper neck loading in young adult and elderly volunteers during low speed frontal impacts. Front Bioeng Biotechnol. 9:682974.
   PubMed Web of Science ®Google Scholar
• Zeng W, Mukherjee S, Caudillo A, Forman J, Panzer MB. 2021. Evaluation and validation of thorax model responses: a hierarchical approach to achieve high biofidelity for thoracic musculoskeletal system. In Front Bioeng Biotechnol. 9:712656.
   PubMed Web of Science ®Google Scholar
• Zhang K, Cao L, Fanta A, Reed MP, Neal M, Wang JT, Lin CH, Hu J. 2017. An automated method to morph finite element whole-body human models with a wide range of stature and body shape for both men and women. J Biomech. 60:253–260.
   PubMed Web of Science ®Google Scholar