A multi-modality image data collection protocol for full body finite element model development

Gayzik, F. Scott; Hamilton, Craig A.; Tan, Josh C.; McNally, Craig; Duma, Stefan M.; Klinich, Kathleen D.; Stitzel, Joel D.

Year	Entry
2013	Hayes AR, Gayzik FS, Moreno DP, Martin RS, Stitzel JD. Comparison of organ location, morphology, and rib coverage of a midsized male in the supine and seated positions. Computat Math Methods Med. 2013;2013:419821.
2015	Poulard D, Subit D. Unveiling the structural response of the ribcage: contribution of the intercostal muscles to the thoracic mechanical response. In: Proceedings of the 24th International Technical Conference on the Enhanced Safety of Vehicles (ESV). June 8-11, 2015; Gothenburg, Sweden.
2009	Gayzik FS, Moreno DP, Stitzel JD. The development of CAD data for full body finite element models: a multi-modality approach. In: Proceedings of the 37th International Workshop on Human Subjects for Biomechanical Research. 2009.
2010	Li Z, Subit D, Kindig MW, Kent RW. Development of a finite element ribcage model of the 50th percentile male with variable rib cortical thickness. In: Proceedings of the 38th International Workshop on Human Subjects for Biomechanical Research. 2010.
2012	Gayzik FS, Vavalle NA, Moreno DP, Stitzel JD. An evaluation of objective rating methods for full body finite element model comparison to PMHS tests. In: Proceedings of the 40th International Workshop on Human Subjects for Biomechanical Research. 2012.
2014	Davis ML, Allen BC, Geer CP, Stitzel JD, Gayzik FS. A multi‐modality image set for the development of a 5th percentile female finite element model. In: Proceedings of the 2014 International IRCOBI Conference on the Biomechanics of Injury. September 10-12, 2014; Berlin, Germany.461-475.
2016	Östh J, Mendoza‐Vazquez M, Svensson MY, Linder A, Brolin K. Development of a 50th percentile female human body model. In: Proceedings of the 2016 International IRCOBI Conference on the Biomechanics of Injury. September 14-16, 2016; Malaga, Spain.573-575.
2017	Jastrzębski D, Poulard D, Panzer MB. Development of morphed ribcage finite element models for comparison with PMHS data. In: Proceedings of the 2017 International IRCOBI Conference on the Biomechanics of Injury. September 13-15, 2017; Antwerp, Belgium.745-746.
2017	Östh J, Mendoza‐Vazquez M, Linder A, Svensson MY, Brolin K. The VIVA OpenHBM finite element 50th percentile female occupant model: whole body model development and kinematic validation. In: Proceedings of the 2017 International IRCOBI Conference on the Biomechanics of Injury. September 13-15, 2017; Antwerp, Belgium.443-466.
2023	Iraeus J, Poojary YN, Jaber L, John J, Davidsson J. A new open-source finite element lumbar spine model, its tuning and validation, and development of a tissue-based injury risk function for compression fractures. In: Proceedings of the 2023 International IRCOBI Conference on the Biomechanics of Injury. September 13-165, 2023; Cambridge, United Kingdom.1048-1072.
2022	Robinson AS, Efobi S, Aira J, Moore A, Lenchik L, Weaver AA, Hsu F, Hallman J, Gayzik FS. Effect of posture on subcutaneous adipose tissue: a preliminary imaging study. In: Proceedings of the 17th Ohio State University Injury Biomechanics Symposium. May 23-24, 2022; Columbus, OH.
2011	Yue N, Shin J, Untaroiu CD. Development and validation of an occupant lower limb finite element model. In: Proceedings of the SAE World Congress & Exhibition. April 12-14, 2011; Detroit, MI. Warrendale, PA: Society of Automotive Engineers. SAE 2011-11-1128.
2013	Takhounts EG, Craig MJ, Moorhouse K, McFadden J, Hasija V. Development of brain injury criteria (BrIC). Stapp Car Crash J. November 2013;57:243-266.
2014	Vavalle NA, Schoell SL, Weaver AA, Stitzel JD, Gayzik FS. Application of radial basis function methods in the development of a 95th percentile male seated FEA model. Stapp Car Crash J. November 2014;58:361-384.
2011	Gayzik FS, Moreno DP, Geer CP, Wuertzer SD, Martin RS, Stitzel JD. Development of a full body CAD dataset for computational modeling: a multi-modality approach. Ann Biomed Eng. October 2011;39(10):2568-2583.
2012	Gayzik FS, Moreno DP, Danelson KA, McNally C, Klinich KD, Stitzel JD. External landmark, body surface, and volume data of a mid-sized male in seated and standing postures. Ann Biomed Eng. September 2012;40(9):2019-2032.
2012	Shin J, Yue N, Untaroiu CD. A finite element model of the foot and ankle for automotive impact applications. Ann Biomed Eng. December 2012;40(12):2519-2531.
2013	Vavalle NA, Moreno DP, Rhyne AC, Stitzel JD, Gayzik FS. Lateral impact validation of a geometrically accurate full body finite element model for blunt injury prediction. Ann Biomed Eng. 2013;41(3):497-512.
2015	Poulard D, Kent RW, Kindig M, Li Z, Subit D. Thoracic response targets for a computational model: a hierarchical approach to assess the biofidelity of a 50th-percentile occupant male finite element model. J Mech Behav Biomed Mater. May 2015;45:45-64.
2013	Vavalle NA, Jelen BC, Moreno DP, Stitzel JD, Gayzik FS. An evaluation of objective rating methods for full-body finite element model comparison to PMHS tests. Traffic Inj Prev. November 22, 2013;14(suppl 1):S87-S94.
2011	Shin J. Injury and Response of Human Ankle and Subtalar Joints Under Complex Loading [PhD thesis]. Charlottesville, VA: University of Virginia; December 2011.
2012	Vavalle NA. Validation of the Global Human Body Models Consortium Mid-Sized Male Model in Lateral Impacts and Sled Tests [Master's thesis]. Winston-Salem, NC: Wake Forest University; August 2012.
2014	Davis ML. Development of a Full-Body CAD Dataset for a Computational Model of the 5th Percentile Female [Master's thesis]. Winston-Salem, NC: Wake Forest University; May 2014.
2015	Vavalle NA. The Application of a Radial Basis Function Morphing Technique to a Validated Full Human Body Finite Element Model [PhD thesis]. Winston-Salem, NC: Wake Forest University; May 2015.
2017	Davis ML. Development and Full Body Validation of a 5th Percentile Female Finite Element Model [PhD thesis]. Winston-Salem, NC: Wake Forest University; January 2017.

Year	Entry
1983	Robbins DH. Anthropometric Specifications for Mid-Sized Male Dummy, Volume 2. Ann Arbor, MI: University of Michigan Traffic Research Institute (UMTRI); December 1983. UMTRI Publication UMTRI-83-53-2.
1989	Gordon CC, Churchill T, Clauser CE, Bradtmiller B, McConville JT, Tebbetts I, Walker RA. 1988 Anthropometric Survey of U.S. Army Personnel: Methods and Summary Statistics. Yellow Springs, OH: Anthropology Research Project Inc.; Natick, MA: Development and Engineering Center, US Army Natick Research; September 1989. Technical Report Natick/TR-89/044.
2001	Robin S. HUMOS: HUman MOdel for Safety: a joint effort towards the development of refined human-like car occupant models. In: Proceedings of the 17th International Technical Conference on the Enhanced Safety of Vehicles (ESV). June 4-7, 2001; Amsterdam, The Netherlands.
2000	Iwamoto M, Miki K, Mohammad M, Nayef A, Yang KH, Begeman PC, King AI. Development of a finite element model of the human shoulder. Stapp Car Crash J. 2000;44:281-297. SAE 2000-01-SC19.
2003	Ruan J, El-Jawahri R, Chai L, Barbat S, Prasad P. Prediction and analysis of human thoracic impact responses and injuries in cadaver impacts using a full human body finite element model. Stapp Car Crash J. 2003;47:299-321. SAE 2003-22-0014.
2005	Ruan JS, El-Jawahri R, Barbat S, Prasad P. Biomechanical analysis of human abdominal impact responses and injuries through finite element simulations of a full human body model. Stapp Car Crash J. 2005;49:343-366. SAE 2005-22-0016.
2009	Gayzik FS, Martin RS, Gabler HC, Hoth JJ, Duma SM, Meredith JW, Stitzel JD. Characterization of crash-induced thoracic loading resulting in pulmonary contusion. J Trauma. March 2009;66(3):840-849.
2006	Yang KH, Hu J, White NA, King AI, Chou CC, Prasad P. 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. 2006;50:429-490. SAE 2006-22-0017.
2007	Sparks JL, Bolte JH IV, Dupaix RB, Jones KH, Steinberg SM, Herriott RG, Stammen JA, Donnelly BR. Using pressure to predict liver injury risk from blunt impact. Stapp Car Crash J. 2007;51:401-432. SAE 2007-22-0017.
2001	Lee JB, Yang KH. Development of a finite element model of the human abdomen. Stapp Car Crash J. 2001;45:79-100. SAE 2001-22-0004.
2005	Kimpara H, Lee JB, Yang KH, King AI, Iwamoto M, Watanabe I, Miki K. Development of a three-dimensional finite element chest model for the 5th percentile female. Stapp Car Crash J. 2005;49:251-269. SAE 2005-22-0012.
1983	Schneider LW, Robbins DH, Pflüg MA, Snyder RG. Development of Anthropometrically Based Design Specifications for an Advanced Adult Anthropomorphic Dummy Family, Volume 1. Ann Arbor, MI: University of Michigan Traffic Research Institute (UMTRI); December 1983. UMTRI Publication UMTRI-83-53-1.
2002	Iwamoto M, Kisanuki Y, Watanabe I, Furusu K, Miki K, Hasegawa J. Development of a finite element model of the total human model for safety (THUMS) and application to injury reconstruction. In: Proceedings of the 2002 International IRCOBI Conference on the Biomechanics of Impact. September 18-20, 2002; Munich, Germany.