Publications

2023

Carpenter R, Berthelson PR, Donlon JP, Forman J; (2023) Comparison of the Knee-Thigh-Hip Response in Small Female ATDs with Female PMHS. SAE International Journal of Transportation Safety, 11(2):133-150. doi.org/10.4271/09-11-02-0013.

Carpenter R, Berthelson PR, Donlon JP, Forman J; (2023) Quantifying Female Subject-Specific Knee-Thigh-Hip Responses in Frontal Impact Scenarios. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-126. Cambridge, UK, September 13-15.

Forman JL; Miller M; Perez-Rapela D; Gepner BD; Edwards MA; Jermakian JS; (2023) Investigation of factors influencing submarining mitigation with child booster seats. Traffic Injury Prevention, 24(1): 75-81. doi.org/10.1080/15389588.2022.2153594

Forman, JL; Ostling, M; Mroz, K; Lubbe, N. (2023) Potential Injury Criteria for Collisions with Heavy Goods Vehicles. International Technical Conference on the Enhanced Safety of Vehicles (ESV). 27, 23-0334-O. Yokohama, Japan, April 3-6.

Giudice JS; Druzgal TJ; Panzer MB; (2023) Investigating the Effect of Brain Size on Deformation Magnitude Using Subject-Specific Finite Element Models. Journal of Neurotrauma, 40(15-16): 1796-1807.

Kent RW; Cormier J; McMurry TL; Ivarsson JB; Funk JR; Hartka TR; Sochor MR; (2023) Spinal injury rates and specific causation in motor vehicle collisions. Accident Analysis and Prevention, 186: 107047. doi.org/10.1016/j.aap.2023.107047

Koerber BM, Gepner BD, Thurman C, George C, Kerrigan JR (2023) Development of a Test Methodology for Representing the Shoe-Turf Interaction of Complex Player-Like Motions. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-77. Cambridge, UK, September 13-15.

Koerber SR, Rawska KA, Lancashire R, Bosma R, Gepner BD, Forman JL (2023) Development of a Model-Specific Tuning Methodology for Frontal Impact Rib Fracture Injury Risk Assessment for Multibody Human Body Models. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-49. Cambridge, UK, September 13-15.

Lorente AI, Maza-Peón S, Hidalgo-García C, López-de-Celis C, Rodríguez-Sanz J, Pérez-Bellmunt A, Maza-Frechín M. (2023) Skull fractures by glass bottles tested on cadaveric heads. International Journal of Legal Medicine. doi: 10.1007/s00414-023-03133-8.

McMahon, JA, Berthelson PR, Salzar RS, Shah A, Op ‘t Eynde J, McEntire J. (2023) Development of Impulse-Based Rib Fracture Injury Criterion for Behind Armor Blunt Trauma. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-71. Cambridge, UK, September 13-15.

Moreau D; Chernyavskiy P; Sochor SB; Gepner BD; Forman JL; Ostling M; Kerrigan JR; (2023) Development of an Injury Risk Function for the Anterior Pelvis Under Frontal Lap Belt Loading Conditions. Annals of Biomedical Engineering, 51(9): 1942-1949. doi.org/10.1007/s10439-023-03244-8.

Mroz K, Östling M, Shin J, Donlon JP, Kerrigan JR, Lubbe N. (2023) Chest Injury Assessment of Reclined Occupants in Frontal Impacts with the SAFER Human Body Model in Comparison to the THOR and Hybrid-III 50th Percentile Male ATDs. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-106. Cambridge, UK, September 13-15.

Mukherjee S, Carpenter RJ, Berthelson PR, Forman JL, Panzer MB; (2023) Measurement of Fast, Goal-Directed Head Motions in Humans. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-15. Cambridge, UK, September 13-15.

Mukherjee S, Perez-Rapela D, Forman JL, Panzer MB; (2023) Reinforcement Learning Framework for Active Muscle Control of the Head and Neck. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-92. Cambridge, UK, September 13-15.

Östling P, Eriksson L, Forman JL (2023) The need for injury criteria targets to address high exposure, low-severity frontal crashes. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-42. Cambridge, UK, September 13-15.

Östling, M; Eriksson, L; Dahlgren, M; Forman, JL (2023) Frontal Head-On Car-to-Heavy Goods Vehicle Crashes Effect on the Restraint System. International Technical Conference on the Enhanced Safety of Vehicles (ESV). 27, 23-0198-O. Yokohama, Japan, April 3-6.

Richardson RE; Donlon JP; Gepner BD; Forman JL; Hallman J; Kerrigan JR; (2023) The Effects of Recline Angle and Restraint Geometry on Lap Belt-Pelvis Interaction for Above-Normal BMI Motor Vehicle Occupants. Annals of Biomedical Engineering, 51(11): 2566-2578. doi.org/10.1007/s10439-023-03302.

Roberts CM, Booth G, Mergler O, Pipkorn B, Cripton P, Forman JL, Siegmund G. (2023) Lumbar Spine Position in an Automotive Posture Relative to Standing and Seated Flexed Postures. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-94. Cambridge, UK, September 13-15.

Shin J, Donlon JP, Richardson RE, Espelien CM, Gallaher M, Luong V, Gepner BD, Forman JL, M Östling, Kerrigan JR (2023) Comparison of Pelvis Kinematics and Injuries in Reclined Frontal Impact Sled Tests Between Mid-Size Adult Male and Female PMHS. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-35. Cambridge, UK, September 13-15.

Shin J; Donlon JP; Richardson RE; Espelien CM; Sochor SB; Gallaher M; Luong V; Gepner BD; Forman JL; Ostling M; Kerrigan JR; (2023) Comparison of thoracolumbar spine kinematics and injuries in reclined frontal impact sled tests between mid-size adult female and male PMHS. Accident, Analysis and Prevention, 193: 107334-. doi.org/10.1016/j.aap.2023.107334.

Tushak SK; Gepner BD; Forman JL; Hallman JJ; Pipkorn B; Kerrigan JR; (2023) Human Lumbar Spine Injury Risk in Dynamic Combined Compression and Flexion Loading. Annals of Biomedical Engineering, 51(6): 1216-1225. doi.org/10.1007/s10439-022-03126-5

Tushak SK; Gepner BD; Pipkorn B; Kerrigan JR; (2023) GHBMC-M50-specific Lumbar Spine Fracture Risk Prediction Considering Two Different Metrics. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-67. Cambridge, UK, September 13-15.

Wu T, Rifkin J, Alshareef AA, Panzer MB; (2023) Computational Modeling of Human Cerebrovasculature for Enhancing the Capabilities to Simulate and Predict Traumatic Brain Injury. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-23-17. Cambridge, UK, September 13-15.

Yoganandan N;Shah A;Somberg L;Baisden J;Stemper BD;Bass C;Salzar RS;Chancey VC;McEntire J; (2023) A Novel Paradigm to Develop Regional Thoracoabdominal Criteria for Behind Armor Blunt Trauma Based on Original Data. Military Medicine, 188(Suppl 6): 598-605. doi.org/10.1093/milmed/usad272.

Zeng W; McMahon J; Shedd DF; Carpenter R; Salzar RS; (2023) Biofidelity Assessment of the WIAMan Thorax by a Comparative Study With Hybrid III, THOR, and PMHS in Frontal Sled Testing. Journal of Biomechanical Engineering, 145(7): 071008. doi.org/10.1115/1.4062172

2022

Berthelson PR, Shedd DF, Rifkin JA, McMahon J, Giudice JS, Kopp KP, Overby BE, Forman JL, Panzer MB; (2022) Evaluation of an In Situ Ovine Model as a Surrogate for Human Skin Injury Caused by High-Rate Blunt Impact. Human Factors and Mechanical Engineering for Defense and Safety, 6(4). doi.org/10.1007/s41314-022-00041-4. 

Booth GR;Roberts CW;Romani S;Mergler O;Zhang H;Pipkorn B;Siegmund GP;Cripton PA;Forman JL; (2022) Methodology to measure seat belt fit in relation to skeletal geometry using an upright open MRI. Traffic Injury Prevention, 23(sup1): S199-S201. doi.org/10.1080/15389588.2022.2124805

Carpenter RJ, Forman JL (2022) Evaluation of Small Female Knee-Thigh-Hip Response in Frontal Collisions . Proceedings of the Injury Biomechanics Symposium at the Ohio State University, 17(): -.

Dudley JA;Slutsky-Ganesh AB;Diekfuss JA;Avedesian JM;Yuan W;DiCesare CA;Williams B;Meehan WP;Hill D;Panzer MB;Desjardins JD;Myer GD; (2022) Helmet Technology, Head Impact Exposure, and Cortical Thinning Following a Season of High School Football. Annals of Biomedical Engineering, 50(11): 1608-1619. doi.org/10.1007/s10439-022-03023-x

Eaton MAK;McMahon JA;Salzar RS; (2022) Evaluating the Limits in the Biomechanics of Blunt Lung Injury. Journal of Biomechanical Engineering, 144(9): -. doi.org/10.1115/1.4054057

Espelien, CM, McMahon, JA, Miller, G, Salzar, RS. (2022) Investigation of fluid movement in intervertebral discs under compression using magnetic resonance imaging. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-103): 884-885.

Forman JL;Kulkarni S;Perez-Rapela D;Mukherjee S;Panzer MB;Hallman J; (2022) A Method for Thoracic Injury Risk Function Development for Human Body Models. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-97): 719-746.

Gepner BD;Perez-Rapela D;Forman JL;Ostling M;Pipkorn B;Kerrigan JR; (2022) Evaluation of GHBMC, THUMS and SAFER Human Body Models in Frontal Impacts in Reclined Postures. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-27): 116-143.

Hartka TR;Weaver A;Sochor MR; (2022) Breadth of use of the Abbreviated Injury Scale in the National Trauma Data Bank bank. Traffic Injury Prevention, 23(sup1): S219-S222. doi.org/10.1080/15389588.2022.2125233

Ji S;Ghajari M;Mao H;Kraft RH;Hajiaghamemar M;Panzer MB;Willinger R;Gilchrist MD;Kleiven S;Stitzel JD; (2022) Use of Brain Biomechanical Models for Monitoring Impact Exposure in Contact Sports. Annals of Biomedical Engineering, 50(11): 1389-1408. doi.org/10.1007/s10439-022-02999-w

Larsson KJ;Pipkorn B;Iraeus J;Forman JL;Hu J; (2022) Evaluation of a diverse population of morphed human body models for prediction of vehicle occupant crash kinematics. Computer Methods in Biomechanics and Biomedical Engineering, 25(10): 1125-1155. doi.org/10.1080/10255842.2021.2003790

Lopez-Valdes FJ;Duprey S;Forman JL;Svensson MY; (2022) Editorial: Understanding Age and Sex-Related Differences in the Biomechanics of Road Traffic Associated Injuries Through Population Diversity Analyses. Frontiers in Bioengineering and Biotechnology, 10(): 869356-. doi.org/10.3389/fbioe.2022.869356

Mukherjee S;Perez-Rapela D;Forman JL;Panzer MB; (2022) Generating Human Arm Kinematics Using Reinforcement Learning to Train Active Muscle Behavior in Automotive Research. Journal of Biomechanical Engineering, 144(12): -. doi.org/10.1115/1.4055680

Mukherjee S;Reynier KA;Igo BJ;Kulkarni SP;Chastain KL;Panzer MB; (2022) Evaluating Passive Human Body Models against Non-injurious Lateral Head Impacts Measured in Volunteers. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-115): 958-959.

Mukherjee S;Zeng W;Roberts CW;Caudillo AF;Forman JL;Panzer MB; (2022) Validation of Small Female Foot and Ankle Finite Element Model under Shod Automotive Loading Environment.. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-35): 197-214.

Nellippalli AB, Berthelson PR, Peterson L, Prabhu RK; (2022) Robust concept exploration of driver’s side vehicular impacts for human-centric crashworthiness. Multiscale Biomechanical Modeling of the Brain, 153-176. doi.org/10.1016/B978-0-12-818144-7.00002-5.

Nellippallil AB, Berthelson PR, Peterson L, Prabhu RK; (2022) A Computational Framework for Human-Centric Vehicular Crashworthiness Design and Decision-making under Uncertainty. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 8(2):021206. doi.org/10.1115/1.4053515. 

Pipkorn B;Forman JL;Bjorklund M;Risberg J;Jakobsson L; (2022) Forearm Impactor Tests for Development of Injury Risk Assessment Capability. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-62): 430-438.

Reynier KA;Forman JL;Mueller BC;Jermakian JS;Panzer MB; (2022) Development and Analysis of Metrics to Predict 5th Percentile Female Brain Strain Using Rotational Head Kinematics. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-14): 47-56.

Reynier KA;Giudice JS;Chernyavskiy P;Forman JL;Panzer MB; (2022) Quantifying the Effect of Sex and Neuroanatomical Biomechanical Features on Brain Deformation Response in Finite Element Brain Models. Annals of Biomedical Engineering, 50(11): 1510-1519. doi.org/10.1007/s10439-022-03084-y

Schneider S;Forman JL;Peldschus S; (2022) Complementing femur model validation with a variability-focused approach. Traffic Injury Prevention, 22(sup1): S152-S155. doi.org/10.1080/15389588.2021.1982598

Shedd DF, Berthelson PR, Rifkin JA, McMahon J, Giudice JS, Kopp KP, Overby BE, Forman JL, Panzer MB; (2022) The Risk of Skin Injury Caused by High-Rate Blunt Impacts to the Human Thorax. Human Factors and Mechanical Engineering for Defense and Safety, 6(5). doi.org/10.1007/s41314-022-00046-z. 

Shin J;Donlon JP;Richardson RE;Gepner BD;Forman JL;Ostling M;Kerrigan JR; (2022) Biofidelity Evaluation of the Hybrid-III 50th Male and the THOR-50M in Reclined Frontal Impact Sled Tests. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-48): 309-331.

Sun Z;Gepner BD;Lee SH;Oyen M;Rigby J;Cottler PS;Hallman J;Kerrigan JR; (2022) Effect of Temperature and Freezing on Human Adipose Tissue Material Properties Characterized by High-Rate Indentation-Puncture Testing. Journal of Biomechanical Engineering, 144(3): 34502-. doi.org/10.1115/1.4052577

Tushak SK;Gepner BD;Pipkorn B;Kerrigan JR; (2022) Evaluation of the GHBMC Lumbar Spine in Sub-injurious and Injurious Loading. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI), (IRC-22-102): 866-883.

Tushak SK;Paul DJ;Gepner BD;Chebbi A;Pipkorn B;Hallman JJ;Forman JL;Kerrigan JR; (2022) Failure tolerance of the human lumbar spine in dynamic combined compression and flexion loading. Journal of Biomechanics, 135(): 111051-. doi.org/10.1016/j.jbiomech.2022.111051

Uflacker AB;Keefe N;Bruner ET;Avery A;Salzar RS;Henderson KA;Spratley EM;Nacey N;Miller W;Grewal S;Chahin J;Safavian D;Haskal ZJ; (2022) Assessing the Effects of Geniculate Artery Embolization in a Nonsurgical Animal Model of Osteoarthritis. Journal of Vascular and Interventional Radiology, 33(9): 1073-1082. doi.org/10.1016/j.jvir.2022.05.015

Wu T, Rifkin JA, Rayfield A, Panzer MB, Meaney DF. (2022) An Interdisciplinary Computational Model for Predicting Traumatic Brain Injury: Linking Biomechanics and Functional Neural Networks. Journal of Neuroimaging, 251(): 119002-. doi.org/10.1016/j.neuroimage.2022.119002

Wu T;Rifkin JA;Rayfield AC;Anderson ED;Panzer MB;Meaney DF; (2022) Concussion Prone Scenarios: a Multi-Dimensional Exploration in Impact Directions, Brain Morphology, and Network Architectures Using Computational Models. Annals of Biomedical Engineering, 50(11): 1423-1436. doi.org/10.1007/s10439-022-03085-x

Wu T;Sato F;Antona-Makoshi J;Gabler LF;Giudice JS;Alshareef A;Yaguchi M;Masuda M;Margulies S;Panzer MB; (2022) Integrating Human and Non-Human Primate Data to Estimate Human Tolerances for Traumatic Brain Injury. Journal of Biomechanical Engineering, 144(7): -. doi.org/10.1115/1.4053209

Zhu J;Forman JL; (2022) A Review of Finite Element Models of Ligaments in the Foot and Considerations for Practical Application. Journal of Biomechanical Engineering, 144(8): -. doi.org/10.1115/1.4053401

2021

Alshareef AA; Wu T; Giudice JS; Panzer MB; (2021) Toward subject-specific evaluation: methods of evaluating finite element brain models using experimental high-rate rotational brain motion. Biomechanics and Modeling in Mechanobiology, 20: 2301-2317. doi.org/10.1007/s10237-021-01508-7

Berthelson PR, Ghassemi P, Wood JW, Liu Y, Al-Graitti AJ, Jones MD, Chowdhury S, Prabhu RK; (2021) Evaluation of Occupant Neck Injury Response to Varied Impact Conditions using a Finite Element-Mathematical Surrogate Modeling Approach. International Journal of Crashworthiness, 27(6):1726-1742. doi.org/10.1080/13588265.2021.2008192. 

Berthelson PR; Ghassemi P; Wood JW; Stubblefield GG; Al-Graitti AJ; Jones MD; Horstemeyer MF; Chowdhury S; Prabhu RK; (2021) A finite element-guided mathematical surrogate modeling approach for assessing occupant injury trends across variations in simplified vehicular impact conditions. Medical and Biological Engineering and Computing, 59(5): 1065-1079. doi.org/10.1007/s11517-021-02349-3

Berthelson PR; Jayathirtha MK; Zhu J; Sochor SB; Overby BE; Forman JL; Panzer MB; (2021) Characterization of PMHS Shoulder Biomechanics Under Sub-Injurious Loading. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-39. 333-334. September 8-10.

Bosch KEB; Good AB; Spratley EM; Salzar RS; Begeman PC; Cavanaugh JM; (2021) Optimization of Underbody Blast Energy-Attenuating Seat Mechanisms Using Modified MADYMO Human Body Models. Journal of Biomechanical Engineering, 143(6). doi.org/10.1115/1.4050025

Chen HP; Crandall JR; Panzer MB; (2021) Evaluating pedestrian head Sub-System test procedure against full-scale vehicle-pedestrian impact. International Journal of Crashworthiness, 26(5): 467-489. doi.org/10.1080/13588265.2020.1726853

Diekfuss JA; Yuan W; Dudley JA; DiCesare CA; Panzer MB; Talavage TM; Nauman E; Bonnette S; Slutsky-Ganesh AB; Clark J; Anand M; Altaye M; Leach JL; Lamplot JD; Galloway M; Pombo MW; Hammond KE; Myer GD; (2021) Evaluation of the Effectiveness of Newer Helmet Designs with Emergent Shell and Padding Technologies Versus Older Helmet Models for Preserving White Matter Following a Season of High School Football. Annals of Biomedical Engineering, 49(10): 2863-2874. doi.org/10.1007/s10439-021-02863-3

Eaton MAK; Panzer MB; Salzar RS; (2021) Characterizing the Response of Lung Tissue in Shear and Indentation Quasi-Static Loading. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-32. 222-231. September 8-10.

Espelien CM; Salzar RS; (2021) Viscoelastic Characterization of Porcine Functional Spinal Units. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-34. 249-258. September 8-10.

Fahlstedt M; Abayazid F; Panzer MB; Trotta A; Zhao W; Ghajari M; Gilchrist MD; Ji S; Kleiven S; Li X; Annaidh AN; Halldin P; (2021) Ranking and Rating Bicycle Helmet Safety Performance in Oblique Impacts Using Eight Different Brain Injury Models. Annals of Biomedical Engineering, 49(3): 1097-1109. doi.org/101007/s10439-020-02703-w

Giudice JS; Alshareef AA; Wu T; Knutsen AK; Hiscox LV; Johnson CL; Panzer MB; (2021) Calibration of a Heterogeneous Brain Model Using a Subject-Specific Inverse Finite Element Approach. Frontiers in Bioengineering and Biotechnology, 9: 664268. doi.org/10.3389/fbioe.2021.664268

Igo BJ; Cottler PS; Black JS; Panzer MB; (2021) The mechanical and microstructural properties of the pediatric skull. Journal of the Mechanical Behavior of Biomedical Materials, 120: 104578. doi.org/10.1016/j.jmbbm.2021.104578.

Eynde, JO, Eckersley, CP, Salzar, RS, Stemper, BD, Shender, BS, Bentley, TB, Bass, CR. (2021) Behind Armor Blunt Trauma (BABT) Indenter Simulating High-Velocity Impacts from Rifle Rounds on Hard Body Armor. Proceedings of the Injury Biomechanics Symposium at the Ohio State University, 16.

Joodaki H; Gepner BD; Katagiri M; Kerrigan JR; (2021) Evaluation of behaviour of an obese human body model in frontal sled tests. International Journal of Vehicle Safety, 12(1): 15-34. doi.org/10.1504/IJVS.2021.115890

Joodaki H; Gepner BD; Kerrigan JR; (2021) Leveraging machine learning for predicting human body model response in restraint design simulations. Computer Methods in Biomechanics and Biomedical Engineering, 24(6): 597-611. doi.org/10.1080/10255842.2020.1841754

Joodaki H; Gepner BD; Lee SH; Katagiri M; Kim T; Kerrigan JR; (2021) Is optimized restraint system for an occupant with obesity different than that for a normal BMI occupant?. Traffic Injury Prevention, 22(8): 623-628. doi.org/10.1080/15389588.2021.1965131

Low L; Salzar R; Newell N; Masouros S; (2021) The Role of Non-linear Stiffness in Modelling High-Rate Axial Loading of the Spine. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-65. 650-651. September 8-10.

Miller M; Perez-Rapela D; Gepner BD; Edwards M; Jermakian J; Forman JL; (2021) A Methodology for Large-Scale Parametric Evaluation of Child Booster Seats. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-62. 593-615. September 8-10.

Moreau D; Donlon JP; Chebbi A; Jayathirtha M; Sochor SB; Overby BE; Richardson RE; Gepner BD; Forman JL; Ostling M; Kerrigan JR; (2021) A Methodology to Replicate Lap Belt Loading Conditions from a Sled Impact Test in a Non-Impact Dynamic Environment on Whole-Body Postmortem Human Subjects. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-36. 261-287. September 8-10.

Mukherjee S; Perez-Rapela D; Forman JL; Virgilio K; Panzer MB; (2021) Controlling Human Head Kinematics under External Loads Using Reinforcement Learning. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-76. 697-698. September 8-10.

Perez-Rapela D; Donlon JP; Forman JL; Pipkorn B; Shurtz BK; Markusic C; Crandall JR; (2021) Occupant Restraint in Far-Side Impacts: Cadaveric and WorldSID Responses to a Far-Side Airbag. Annals of Biomedical Engineering, 49(2): 802-811. doi.org/10.1007/s10439-020-02614-w

Perez-Rapela D; Forman JL; Huddleston SH; Crandall JR; (2021) Methodology for vehicle safety development and assessment accounting for occupant response variability to human and non-human factors. Computer Methods in Biomechanics and Biomedical Engineering, 24(4): 384-399. doi.org/10.1080/10255842.2020.1830380

Rawska, KA; Gepner BD; Kerrigan JR; (2021) Effect of various restraint configurations on submarining occurrence across varied seat configurations in autonomous driving system environment. Traffic Injury Prevention, 22(Supp 1): S128-S133. doi.org/10.1080/15389588.2021.1939872

Reynier KA; Giudice JS; Forman JL; Panzer MB; (2021) Preliminary investigation of sex-specific geometries and head kinematics on brain response using finite element brain models in automotive crash loading conditions. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-44. 357-358. September 8-10.

Salzar RS; Spratley EM; Henderson KA; Greenhalgh PC; Zhang JZ; Perry BJ; McMahon JA; (2021) The Mechanical Response and Tolerance of the Anteriorly-Tilted Human Pelvis Under Vertical Loading. Annals of Biomedical Engineering, 49(11): 2975-2989. doi.org/10.1007/s10439-020-02634-6

Shin, J, Donlon, JP, Richardson, RE, Gepner, BD, Forman, JL, Kerrigan, JR. (2021) Evaluating the Biofidelity of Hybrid-III 50th Male and THOR-50M in Reclined Frontal Impact Sled Tests. International Workshop on Human Subjects for Biomechanical Research, 49.

Sun Z; Gepner BD; Lee SH; Rigby J; Cottler PS; Hallman JJ; Kerrigan JR; (2021) Multidirectional mechanical properties and constitutive modeling of human adipose tissue under dynamic loading. Acta Biomaterialia, 129: 188-198. doi.org/10.1016/j.actbio.2021.05.021

Sun Z; Lee SH; Gepner BD; Rigby J; Hallman JJ; Kerrigan JR; (2021) Comparison of porcine and human adipose tissue loading responses under dynamic compression and shear: A pilot study. Journal of the Mechanical Behavior of Biomedical Materials, 113: 104112. doi.org/10.1016/j.jmbbm.2020.104112

Sun Z; Gepner BD; Cottler PS; Lee SH; Kerrigan JR; (2021) In Vitro Mechanical Characterization and Modeling of Subcutaneous Adipose Tissue: A Comprehensive Review. Journal of Biomechanical Engineering, 143(7). doi.org/10.1115/1.4050286

Wu T; Hajiaghamemar M; Giudice JS; Alshareef AA; Margulies SS; Panzer MB; (2021) Evaluation of Tissue-Level Brain Injury Metrics Using Species-Specific Simulations. Journal of Neurotrauma, 38(13): 1879-1888. doi.org/10.1089/neu.2020.7445

Zeng W; Caudillo A; Mukherjee S; Lee SH; Panzer MB; (2021) Development and multi-level validation of a computational model to predict traumatic aortic injury. Computers in Biology and Medicine, 136: 104700. doi.org/10.1016/j.compbiomed.2021.104700

Zeng W; Mukherjee S; Caudillo A; Forman JL; Panzer MB; (2021) Evaluation and Validation of Thorax Model Responses: A Hierarchical Approach to Achieve High Biofidelity for Thoracic Musculoskeletal System. Frontiers in Bioengineering and Biotechnology, 9: 712656. doi.org/10.3389/fbioe.2021.712656

Zhu J; Berthelson PR; Jayathirtha M; Forman JL; Panzer MB; (2021) Using Neural Network Models to Predict Shoulder Bone Response from Humerus Kinematics. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-21-80. 707-708. September 8-10.

2020

Alshareef, AA; Giudice, JS; Forman, JL; Shedd DF; Reynier KA; Wu T; Sochor, S; Sochor, MR; Salzar, RS; Panzer, MB; (2020) Biomechanics of the Human Brain During Dynamic Rotation of the Head. Journal of Neurotrauma. 37(13): 1546-1555. doi.org/10.1089/neu.2019.6847

Alshareef, AA, Giudice, JS, Forman, JL, Shedd, DF. Wu, T, Reynier, KA, Panzer, MB. (2020) Application of trilateration and kalman filtering algorithms to track dynamic brain. Biomedical Signal Processing and Control, 56, 101691. doi.org/10.1016/j.bspc.2019.101691

Anderson, ED; Giudice, JS; Wu T; Panzer, MB; Meaney DF; (2020) Predicting Concussion Outcome by Integrating Finite Element Modeling and Network Analysis. Front Bioeng Biotechnol, 8: 309-321. doi.org/10.3389/fbioe.2020.00309

Bailey, AM; McMurry TL; Cormier JM; Funk JR; Crandall, JR; Mack CD; Myers BS; Arbogast KB; (2020) Comparison of Laboratory and On-Field PerForman,ce of American Football Helmets. Annals of Biomedical Engineering, 48(11): 2531-2541. doi.org/10.1007/s10439-020-02627-5

Donlon, JP; Richardson, RE; Jayathirtha M; Forman, JL; Kerrigan, JR; Kent, RW; Arbogast KB; Maripudi V; Scavnicky M; (2020) Kinematics of inboard-leaning occupants in frontal impacts. Traffic Injury Prevention, 21(4): 272-277. doi.org/10.1080/15389588.2020.1745787

Eaton, MA, Henderson, KA, McMahon, JA, Salzar, RS. (2020). Testing the Validity of the NIJ Clay Standard for Approving Body Armor With a Preliminary Insight Into Injury Correlation. ASME International Mechanical Engineering Congress and Exposition, 84522, p. V005T05A050. American Society of Mechanical Engineers.

Elbin RJ; Zuckerman SL; Sills AK; Crandall, JR; Lessley, DJ; Solomon GS; (2020) Sensitivity and Specificity of On-Field Visible Signs of Concussion in the National Football League. Neurosurgery, 87(3): 53-57. doi.org/10.1093/neuros/nyaa072

Gabler, LF; Huddleston SH; Dau NZ; Lessley, DJ; Arbogast KB; Thompson X; Resch JE; Crandall, JR; (2020) On-Field PerForman,ce of an Instrumented Mouthguard for Detecting Head Impacts in American Football. Annals of Biomedical Engineering, 48(11): 2599-2612. doi.org/10.1007/s10439-020-02654-2

Gabrieli, D; Vigilante N; Scheinfield R; Rifkin JA; Schumm S; Wu T; Gabler, LF; Panzer, MB; Meaney DF; (2020) A Multibody Model for Predicting Spatial Distribution of Human Brain Deformation Following Impact Loading. Journal of Biomechanical Engineering, 142(9): 91015. doi.org/10.1115/1.4046866

Gepner BD; Toczyski, J, Rawska KA, Moreau D; Kerrigan JR. (2020) Sensitivity of Human Body Model Response Relative to the Lumbar Spine and Pelvic Tissue Formulation. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-020.

Giudice, JS; Alshareef AA; Wu T; Gancayco CA; Reynier KA; Tustison NJ; Druzgal TJ; Panzer, MB; (2020) An Image Registration-Based Morphing Technique for Generating Subject-Specific Brain Finite Element Models. Annals of Biomedical Engineering, 48(10): 2412-2424. doi.org/10.1007/s10439-020-02584-z

Giudice, JS; Caudillo A; Mukherjee S; Kong K; Park G; Kent, R; Panzer, MB; (2020) Finite Element Model of a Deformable American Football Helmet Under Impact. Annals of Biomedical Engineering, 48: 1524-1539. doi.org/10.1007/s10439-020-02472-6

Graci, V; Douglas E; Seacrist T; Kerrigan, JR; Mansfield J; Bolte J; Sherony R; Hallman J; Arbogast KB; (2020) Age Differences in Occupant Motion during Simulated In-Vehicle Swerving Maneuvers. International Journal of Environmental Research and Public Health, 17(6): 1834-1845. doi.org/10.3390/ijerph17061834

Hajiaghamemar M; Wu TT; Panzer MB; Margulies SS; (2020) Embedded axonal fiber tracts improve finite element model predictions of traumatic brain injury. Biomechanics and Modeling in Mechanobiology, 19(3): 1109-1130. doi.org/10.1007/s10237-019-01273-8

Hartka T; Vaca FE; (2020) Factors associated with EMS transport decisions for pediatric patients after motor vehicle collisions. Traffic Injury Prevention, 21(Suppl 1): S60-S65. doi.org/10.1080/15389588.2020.1830382

Higuchi K; Forman JL; Kent RW; Arbogast KB; (2020) Behavior of ATD, PMHS and Human Volunteer in Crash Test Il. International Journal of Automotive Engineering, 11(2): 49-56. doi.org/10.20485/jsaeijae.11.2_49

Holt, C; Seacrist T; Douglas E; Graci, V; Kerrigan, JR; Kent, RW; Balasubramanian S; Arbogast KB; (2020) The effect of vehicle countermeasures and age on human volunteer kinematics during evasive swerving events. Traffic Injury Prevention, 21(1): 48-54. doi.org/10.1080/15389588.2019.1679798

Joodaki H; Gepner BD; McMurry TL; Kerrigan JR; (2020) Comparison of injuries of belted occupants among different BMI categories in frontal crashes. International Journal of Obesity, 44(6): 1319-1329. doi.org/10.1038/s41366-019-0481-2

Kent, RW; Forman, JL; Bailey AM; Cormier J; Park G; Crandall, JR; Arbogast KB; Myers B; (2020) Surface Contact Features, Impact Obliquity, and Preimpact Rotational Motion in Concussive Helmet-to-Ground Impacts: Assessment via a New Impact Test Device. Annals of Biomedical Engineering, 48(11): 2639-2651. doi.org/10.1007/s10439-020-02621-x

Kent, RW; Forman, JL; Bailey AM; Funk JR; Sherwood CP; Crandall, JR; Arbogast KB; Myers BS; (2020) The biomechanics of concussive helmet-to-ground impacts in the National Football league. Journal of Biomechanics, 99: 109551. doi.org/10.1016/j.jbiomech.2019.109551

Kerrigan, JR, Richardson, RE, Forman, JL, Gepner, BD, Östling, M. (2020) Comparison of Hybrid III and THOR in Recline Frontal Sled Tests without a Knee Bolster. International Workshop on Human Subjects for Biomechanical Research, 48, National Highway Traffic Safety Administration, US DOT.

Kim, T, Poplin, GS, Bollapragada, V, Daniel, T, Crandall, JR. (2020) Monte carlo method for estimating whole-body injury metrics from pedestrian impact simulation results. Accident Analysis and Prevention, 147: 105761. doi.org/10.1016/j.aap.2020.105761

Kulkarni, S, Roberts, CW, Foltz, PD, Forman, JL (2020) Biofidelity of THOR 5th Percentile Female ATD in Ankle Eversion and Inversion. SAE Technical Paper 2020-01-0528, 2020, doi.org/10.4271/2020-01-0528.

Lessley, DJ; Kent, RW; Cormier JM; Sherwood CP; Funk JR; Crandall, JR; Myers BS; Arbogast KB; (2020) Position-Specific Circumstances of Concussions in the NFL: Toward the Development of Position-Specific Helmets. Annals of Biomedical Engineering, 48(11): 2542-2554. doi.org/10.1007/s10439-020-02657-z

Low L, Salzar RS, Draper D, Peldschus S, Newell N, Masouros S. (2020) A Quick Running Model of the Spine for High Rate Axial Loading. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-096.

McMurry, TL; Forman, JL; Shaw, CG; Crandall, JR; (2020) Evaluating the influence of knee airbags on lower limb and whole-body injury. Traffic Injury Prevention, 21(1): 72-77. doi.org/10.1080/15389588.2019.1698737

Miller, M, Perez-Rapela, D, Gepner, BD, Forman, JL. (2020) Examination of restraint sensitivity and validation of PIPER 6-year-old model. Assoc. for the Adv. Of Automotive Med., Student Symposium.

Miller, M, Perez-Rapela, D, Gepner, BD, Jermakian, J, Forman, JL. (2020) Examination of restraint sensitivity and validation of PIPER 6- year-old-model. Proc. Conference on the Protection of Children in Cars, Munich, Germany.

Mroz K, Östling M, Richardson RE, Kerrigan JR, Forman JL, Gepner BD, Lubbe N, Pipkorn B. (2020) Effect of Seat and Seat Belt characteristics on the Lumbar Spine and Pelvis Loading of the SAFER Human Body Model in reclined Postures. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-058.

Newman, BT; Dhollander T; Reynier KA; Panzer, MB; Druzgal TJ; (2020) Test-retest reliability and long-term stability of three-tissue constrained spherical deconvolution methods for analyzing diffusion MRI data. Magnetic Resonance in Medicine, 84(4): 2161-2173. doi.org/10.1002/mrm.28242

Perez-Rapela, D; Donlon, JP; Forman, JL; Pipkorn, B; Shurtz BK; Markusic C; Crandall, JR; (2020) Occupant Restraint in Far-Side Impacts: Cadaveric and WorldSID Responses to a Far-Side Airbag. Annals of Biomedical Engineering, 49(2): 802-811. doi.org/10.1007/s10439-020-02614-w

Perez-Rapela D; Forman JL; Huddleston SH; Crandall JR; (2020) Methodology for vehicle safety development and assessment accounting for occupant response variability to human and non-human factors. Computer Methods in Biomechanics and Biomedical Engineering, 24(4): 1-16. doi.org/10.1080/10255842.2020.1830380

Rawska, KA; Gepner BD; Moreau D; Kerrigan JR; (2020) Submarining sensitivity across varied seat configurations in autonomous driving system environment. Traffic Injury Prevention, 21(Suppl 1): S1-S6. doi.org/10.1080/15389588.2020.1791324

Rawska, KA; Gepner, BD; Shaw, CG; Kerrigan, JR; (2020) Overview of a combined computational-experimental evaluation for the assessment of panoramic sunroof impact characteristics for ejection mitigation. Traffic Injury Prevention, 19(sup2): S96-S102. doi.org/10.1080/15389588.2018.1529413

Reynier, KA; Alshareef AA; Sanchez EJ; Shedd DF; Walton SR; Erdman NK; Newman BT; Giudice, JS; Higgins MJ; Funk JR; Broshek DK; Druzgal TJ; Resch JE; Panzer, MB; (2020) The Effect of Muscle Activation on Head Kinematics During Non-injurious Head Impacts in Human Subjects. Annals of Biomedical Engineering, 48(12): 2751-2762. doi.org/10.1007/s10439-020-02609-7

Richardson RE Jayathirtha M, Donlon JP, Forman JL, Gepner BD, Ostling M, Mroz K, Pipkorn B, Kerrigan JR. (2020) Pelvis Kinematics and Injuries of Reclined Occupants in Frontal Impacts. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-060.

Richardson RE; Donlon JP; Jayathirtha M; Forman JL; Shaw CG; Gepner BD; Kerrigan JR; Ostling M; Mroz K; Pipkorn B; (2020) Kinematic and Injury Response of Reclined PMHS in Frontal Impacts. Stapp Car Crash Journal, 64: 83-153. doi.org/10.4271/2020-22-0004

Richardson, RE; Jayathirtha M ; Chastain KL; Donlon, JP; Forman, JL; Gepner, BD; Ostling M; Mroz K; Shaw, CG; Pipkorn, B; Kerrigan, JR; (2020) Thoracolumbar spine kinematics and injuries in frontal impacts with reclined occupants. Traffic Injury Prevention, 21(Suppl 1): S66-S71 doi.org/10.1080/15389588.2020.1837365

Roberts, CW, Kerrigan JR, Forman JL, Pipkorn B. (2020) Sensitivity of Local Male and Female Ankle Geometries on Soft Tissue Injury Prediction Metrics in Morphed Finite Element Models. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-029.

Roberts, CW, Kerrigan JR, Forman JL, Pipkorn B. (2020) Sensitivity of scale factor choice on injury response for equal-stress equal-velocity scaling. Traffic Injury Prevention, 21(Supp 1): S168-S170. doi.org/10.1080/15389588.2020.1829919

Seyedi M; Jung S; Wekezer J; Kerrigan JR; Gepner BD; (2020) Rollover crashworthiness analyses - an overview and state of the art. International Journal of Crashworthiness, 25(3): 328-350. doi.org/10.1080/13588265.2019.1593290

Tse, KM; Lee RD; Franklyn M; Zhang JY; Spratley EM; Salzar, RS; Fernandez J; Ackland DC; Lee PVS; (2020) Effect of sitting posture on pelvic injury risk under vertical loading. Journal of the Mechanical Behavior of Biomedical Materials, 108: 103780. doi.org/10.1016/j.jmbbm.2020.103780

Tushak SK; McMurry TL; Lee SH; Hong SH; Kerrigan JR; (2020) Comparison of injuries in multiple and single event crashes. Traffic Injury Prevention, 21(Suppl 1): S90-S95. doi.org/10.1080/15389588.2021.1878161

Tushak SK; Richardson RE, Pipkorn B, Hallman JJ, Gepner BD, Forman JL, Kerrigan JR. (2020) A Method for Defining Failure Tolerance of the Lumbar Spine in Combined Loading. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-094.

Vogel EW; Panzer, MB; Morales FN; Varghese N; Bass CR; Meaney DF; Morrison B; (2020) Direct Observation of Low Strain, High Rate Deformation of Cultured Brain Tissue During Primary Blast. Annals of Biomedical Engineering, 48(4): 1196-1206. doi.org/10.1007/s10439-019-02437-4

Wu T, Sato F, Antona-Makoshi J, Giudice JS, Alshareef AA, Yaguchi M, Masuda M, Panzer MB. (2020) Traumatic Brain Injury Risk Functions Estimated Using Human and Non-Human Primate Data. Proceedings of the International Research Council on the Biomechanics of Impact (IRCOBI). Paper IRC-20-074.

Wu T; Antona-Makoshi J; Alshareef AA; Giudice, JS; Panzer, MB; (2020) Investigation of Cross-Species Scaling Methods for Traumatic Brain Injury Using Finite Element Analysis. Journal of Neurotrauma, 37(2): 410-422. doi.org/10.1089/neu.2019.6576

Yeoman, K, O'Connor, MB, Sochor, SB, Poplin, GS. (2020) Characterization of fatal injuries in oil and gas industry-related helicopter accidents in the Gulf of Mexico, 2004–2014. Injury Epidemiology, 7(1): 64. doi.org/10.1186/s40621-020-00288-5

Zuckerman SL, Elbin RJ, Sills AK, Crandall, JR, Lessley, DJ, Moran CM, Moran CD, Solomon GS. (2020) Concussions in the National Football League: The Evolution of Video Review for Assessing the Frequency and Reliability of Visible Signs. Physician and Sportsmedicine, 23 doi.org/10.1080/00913847.2020.1731379