{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:25:47Z","timestamp":1740133547812,"version":"3.37.3"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"10","license":[{"start":{"date-parts":[[2021,8,2]],"date-time":"2021-08-02T00:00:00Z","timestamp":1627862400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,8,2]],"date-time":"2021-08-02T00:00:00Z","timestamp":1627862400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100000065","name":"National Institute of Neurological Disorders and Stroke","doi-asserted-by":"publisher","award":["R01 NS092853"],"award-info":[{"award-number":["R01 NS092853"]}],"id":[{"id":"10.13039\/100000065","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Biomed Eng"],"published-print":{"date-parts":[[2021,10]]},"DOI":"10.1007\/s10439-021-02840-w","type":"journal-article","created":{"date-parts":[[2021,8,2]],"date-time":"2021-08-02T19:03:00Z","timestamp":1627930980000},"page":"2777-2790","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Effective Head Impact Kinematics to Preserve Brain Strain"],"prefix":"10.1007","volume":"49","author":[{"given":"Kianoosh","family":"Ghazi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shaoju","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2886-5781","authenticated-orcid":false,"given":"Songbai","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,8,2]]},"reference":[{"key":"2840_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/s10237-020-01341-4","author":"K Bian","year":"2020","unstructured":"Bian, K., and H. Mao. Mechanisms and variances of rotation-induced brain injury: a parametric investigation between head kinematics and brain strain. Biomech. Model. Mechanobiol. 2020. https:\/\/doi.org\/10.1007\/s10237-020-01341-4.","journal-title":"Biomech. Model. Mechanobiol."},{"key":"2840_CR2","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/s10439-019-02330-0","volume":"48","author":"ML Bland","year":"2020","unstructured":"Bland, M. L., C. McNally, D. S. Zuby, B. C. Mueller, and S. Rowson. Development of the STAR evaluation system for assessing bicycle helmet protective performance. Ann. Biomed. Eng. 48:47\u201357, 2020.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR3","unstructured":"Bradshaw, D., and C. Morfey. Pressure and shear response in brain injury models. In 17th International technical conference on the enhanced safety of vehicles. National Highway Traffic Safety Administration, Amsterdam, Netherlands, 2001."},{"issue":"43","key":"2840_CR4","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1080\/16501960410023732","volume":"43","author":"JD Cassidy","year":"2004","unstructured":"Cassidy, J. D., L. J. Carroll, P. M. Peloso, J. Borg, H. von Holst, L. Holm, J. Kraus, and V. Coronado. Incidence, risk factors and prevention of mild traumatic brain injury: results of the WHO Collaborating Centre Task Force on Mild Traumatic Brain Injury. J. Rehabil. Med. 43(43):28\u201360, 2004.","journal-title":"J. Rehabil. Med."},{"key":"2840_CR5","unstructured":"Centers for Disease Control and Prevention. TBI: Get the Facts. 2021. https:\/\/www.cdc.gov\/traumaticbraininjury\/get_the_facts.html."},{"key":"2840_CR6","doi-asserted-by":"publisher","first-page":"1080","DOI":"10.3171\/2017.10.JNS17352","volume":"130","author":"MC Dewan","year":"2019","unstructured":"Dewan, M. C., A. Rattani, S. Gupta, R. E. Baticulon, Y. C. Hung, M. Punchak, A. Agrawal, A. O. Adeleye, M. G. Shrime, A. M. Rubiano, J. V. Rosenfeld, and K. B. Park. Estimating the global incidence of traumatic brain injury. J. Neurosurg. 130:1080\u20131097, 2019.","journal-title":"J. Neurosurg."},{"key":"2840_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-020-02703-w","author":"M Fahlstedt","year":"2021","unstructured":"Fahlstedt, M., F. Abayazid, M. B. Panzer, A. Trotta, W. Zhao, M. Ghajari, M. D. Gilchrist, S. Ji, S. Kleiven, X. Li, A. N. Annaidh, and P. Halldin. Ranking and rating bicycle helmet safety performance in oblique impacts using eight different brain injury models. Ann. Biomed. Eng. 2021. https:\/\/doi.org\/10.1007\/s10439-020-02703-w.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR8","doi-asserted-by":"crossref","unstructured":"Faul, M., L. Xu, M. M. Wald, and V. G. Coronado. Traumatic brain injury in the United States: emergency department visits, hospitalizations and deaths 2002\u20132006. Centers for Disease Control and Prevention, National Center for Injury Prevention and Control. 2010.","DOI":"10.15620\/cdc.5571"},{"key":"2840_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10439-018-2015-9","volume":"46","author":"LF Gabler","year":"2018","unstructured":"Gabler, L. F., J. R. Crandall, and M. B. Panzer. Development of a metric for predicting brain strain responses using head kinematics. Ann. Biomed. Eng. 46:1\u201314, 2018.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-018-02179-9","author":"LF Gabler","year":"2018","unstructured":"Gabler, L. F., J. R. Crandall, and M. B. Panzer. Development of a second-order system for rapid estimation of maximum brain strain. Ann. Biomed. Eng. 2018. https:\/\/doi.org\/10.1007\/s10439-018-02179-9.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR11","doi-asserted-by":"crossref","unstructured":"Gadd, C. W. Use of a weighted impulse criterion for estimating injury hazard. Proceedings, 10th Stapp Car Crash Conference. 1966. pp. 164\u2013174.","DOI":"10.4271\/660793"},{"key":"2840_CR12","doi-asserted-by":"publisher","first-page":"1023","DOI":"10.1089\/neu.2020.7281","volume":"38","author":"K Ghazi","year":"2021","unstructured":"Ghazi, K., S. Wu, W. Zhao, and S. Ji. Instantaneous whole-brain strain estimation in dynamic head impact. J. Neurotrauma. 38:1023\u20131035, 2021.","journal-title":"J. Neurotrauma"},{"key":"2840_CR13","doi-asserted-by":"publisher","first-page":"1918","DOI":"10.1007\/s10439-014-1212-4","volume":"43","author":"F Hernandez","year":"2015","unstructured":"Hernandez, F., L. C. Wu, M. C. Yip, K. Laksari, A. R. Hoffman, J. R. Lopez, G. A. Grant, S. Kleiven, and D. B. Camarillo. Six degree-of-freedom measurements of human mild traumatic brain injury. Ann. Biomed. Eng. 43:1918\u20131934, 2015.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR14","doi-asserted-by":"publisher","first-page":"1877","DOI":"10.1007\/s10439-014-1193-3","volume":"43","author":"S Ji","year":"2015","unstructured":"Ji, S., and W. Zhao. A pre-computed brain response atlas for instantaneous strain estimation in contact sports. Ann. Biomed. Eng. 43:1877\u20131895, 2015.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR15","doi-asserted-by":"publisher","first-page":"1121","DOI":"10.1007\/s10237-014-0562-z","volume":"13","author":"S Ji","year":"2014","unstructured":"Ji, S., W. Zhao, Z. Li, and T. W. McAllister. Head impact accelerations for brain strain-related responses in contact sports: a model-based investigation. Biomech. Model. Mechanobiol. 13:1121\u20131136, 2014.","journal-title":"Biomech. Model. Mechanobiol."},{"key":"2840_CR16","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/s10439-011-0414-2","volume":"40","author":"H Kimpara","year":"2012","unstructured":"Kimpara, H., and M. Iwamoto. Mild traumatic brain injury predictors based on angular accelerations during impacts. Ann. Biomed. Eng. 40:114\u2013126, 2012.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR17","unstructured":"King, A., K. H. Yang, L. Zhang, W. Hardy, and D. Viano. Is head injury caused by linear or angular acceleration? Proceedings of International Research Conference on the Biomechanics of Impacts. Lisbon, Portugal: IRCOBI; 2003."},{"key":"2840_CR18","first-page":"81","volume":"51","author":"S Kleiven","year":"2007","unstructured":"Kleiven, S. Predictors for traumatic brain injuries evaluated through accident reconstructions. Stapp Car Crash J. 51:81\u2013114, 2007.","journal-title":"Stapp Car Crash J."},{"key":"2840_CR19","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1111\/bpa.12249","volume":"25","author":"IK Koerte","year":"2015","unstructured":"Koerte, I. K., A. P. Lin, A. Willems, M. Muehlmann, J. Hufschmidt, M. J. Coleman, I. Green, H. Liao, D. F. Tate, E. A. Wilde, O. Pasternak, S. Bouix, Y. Rathi, E. D. Bigler, R. A. Stern, and M. E. Shenton. A review of neuroimaging findings in repetitive brain trauma. Brain Pathol. 25:318\u2013349, 2015.","journal-title":"Brain Pathol."},{"key":"2840_CR20","doi-asserted-by":"publisher","first-page":"982","DOI":"10.1089\/neu.2018.6340","volume":"37","author":"K Laksari","year":"2020","unstructured":"Laksari, K., M. Fanton, L. C. Wu, T. H. Nguyen, M. Kurt, C. Giordano, E. Kelly, E. O\u2019Keeffe, E. Wallace, C. Doherty, M. Campbell, S. Tiernan, G. Grant, J. Ruan, S. Barbat, and D. B. Camarillo. Multi-directional dynamic model for traumatic brain injury detection. J. Neurotrauma. 37:982\u2013993, 2020.","journal-title":"J. Neurotrauma"},{"key":"2840_CR21","first-page":"569","volume":"69","author":"DR Lemmon","year":"1994","unstructured":"Lemmon, D. R., and R. L. Huston. Automobile hood\/fender design optimization for improved pedestrian head impact protection. 20th Des. Autom. Conf. Proc. 69:569\u2013577, 1994.","journal-title":"20th Des. Autom. Conf. Proc."},{"key":"2840_CR22","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-019-02205-4","author":"A Madhukar","year":"2019","unstructured":"Madhukar, A., and M. Ostoja-Starzewski. Finite element methods in human head impact simulations: a review. Ann. Biomed. Eng. 2019. https:\/\/doi.org\/10.1007\/s10439-019-02205-4.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR23","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1097\/00042752-200401000-00003","volume":"14","author":"M McCrea","year":"2004","unstructured":"McCrea, M., T. Hammeke, G. Olsen, P. Leo, and K. Guskiewicz. Unreported concussion in high school football players: implications for prevention. Clin. J. Sport Med. 14:13\u201317, 2004.","journal-title":"Clin. J. Sport Med."},{"key":"2840_CR24","doi-asserted-by":"publisher","first-page":"021008","DOI":"10.1115\/1.4026364","volume":"136","author":"DF Meaney","year":"2014","unstructured":"Meaney, D. F., B. Morrison, and C. R. Bass. The mechanics of traumatic brain injury: a review of what we know and what we need to know for reducing its societal burden. J. Biomech. Eng. 136:021008, 2014.","journal-title":"J. Biomech. Eng."},{"key":"2840_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10439-020-02685-9","volume":"1","author":"LE Miller","year":"2020","unstructured":"Miller, L. E., J. E. Urban, E. M. Davenport, A. K. Powers, C. T. Whitlow, J. A. Maldjian, and J. D. Stitzel. Brain strain: computational model-based metrics for head impact exposure and injury correlation. Ann. Biomed. Eng. 1:1\u201314, 2020. https:\/\/doi.org\/10.1007\/s10439-020-02685-9.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR26","unstructured":"National Operating Committee on Standards for Athletic Equipment. Standard performance specification for newly manufactured baseball\/softball batter\u2019s helmets. NOCSAE DOC (ND) 022-20. 2020"},{"key":"2840_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10439-011-0392-4","volume":"40","author":"S Rowson","year":"2012","unstructured":"Rowson, S., S. M. Duma, J. G. Beckwith, J. J. Chu, R. M. Greenwald, J. J. Crisco, P. G. Brolinson, A.-C.C. Duhaime, T. W. McAllister, and A. C. Maerlender. Rotational head kinematics in football impacts: an injury risk function for concussion. Ann. Biomed. Eng. 40:1\u201313, 2012.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR28","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.clinbiomech.2018.02.019","volume":"64","author":"EJ Sanchez","year":"2018","unstructured":"Sanchez, E. J., L. F. Gabler, A. B. Good, J. R. Funk, J. R. Crandall, and M. B. Panzer. A reanalysis of football impact reconstructions for head kinematics and finite element modeling. Clin. Biomech. 64:82\u201389, 2018.","journal-title":"Clin. Biomech."},{"key":"2840_CR29","first-page":"243","volume":"57","author":"EGG Takhounts","year":"2013","unstructured":"Takhounts, E. G. G., M. J. J. Craig, K. Moorhouse, J. McFadden, and V. Hasija. Development of brain injury criteria (Br IC). Stapp Car Crash J. 57:243\u2013266, 2013.","journal-title":"Stapp Car Crash J."},{"key":"2840_CR30","first-page":"1","volume":"52","author":"EG Takhounts","year":"2008","unstructured":"Takhounts, E. G., S. A. Ridella, R. E. Tannous, J. Q. Campbell, D. Malone, K. Danelson, J. Stitzel, S. Rowson, and S. Duma. Investigation of traumatic brain injuries using the next generation of simulated injury monitor (SIMon) finite element head model. Stapp Car Crash J. 52:1\u201331, 2008.","journal-title":"Stapp Car Crash J."},{"key":"2840_CR31","unstructured":"Wu, S., W. Zhao, S. Barbat, J. Ruan, and S. Ji. Towards efficient brain strain estimation for automotive head impacts via transfer learning. Proceedings of International Research Conference on the Biomechanics of Impacts. Munich, Germany: IRCOBI; 2021."},{"key":"2840_CR32","doi-asserted-by":"publisher","first-page":"17326","DOI":"10.1038\/s41598-019-53551-1","volume":"9","author":"S Wu","year":"2019","unstructured":"Wu, S., W. Zhao, K. Ghazi, and S. Ji. Convolutional neural network for efficient estimation of regional brain strains. Sci. Rep. 9:17326, 2019.","journal-title":"Sci. Rep."},{"key":"2840_CR33","doi-asserted-by":"publisher","first-page":"927","DOI":"10.1007\/s10237-019-01261-y","volume":"19","author":"S Wu","year":"2020","unstructured":"Wu, S., W. Zhao, B. Rowson, S. Rowson, and S. Ji. A network-based response feature matrix as a brain injury metric. Biomech. Model. Mechanobiol. 19:927\u2013942, 2020.","journal-title":"Biomech. Model. Mechanobiol."},{"key":"2840_CR34","doi-asserted-by":"publisher","unstructured":"Yanaoka, T., Y. Dokko, and Y. Takahashi. Investigation on an injury criterion related to traumatic brain injury primarily induced by head rotation. SAE Tech. Pap. 2015. https:\/\/doi.org\/10.4271\/2015-01-1439.","DOI":"10.4271\/2015-01-1439"},{"key":"2840_CR35","first-page":"429","volume":"50","author":"KH Yang","year":"2006","unstructured":"Yang, K. H., J. Hu, N. A. White, A. I. King, C. C. Chou, and P. Prasad. 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\u2013490, 2006.","journal-title":"Stapp Car Crash J."},{"key":"2840_CR36","unstructured":"Zhao, W., A. Bartsch, E. Benzel, V. Miele, B. D. Stemper, and S. Ji. Regional brain injury vulnerability in football from two finite element models of the human head. Proceedings of International Research Conference on the Biomechanics of Impacts. Florence, Italy: IRCOBI: 2019."},{"key":"2840_CR37","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1007\/s10237-016-0829-7","volume":"16","author":"W Zhao","year":"2017","unstructured":"Zhao, W., and S. Ji. Brain strain uncertainty due to shape variation in and simplification of head angular velocity profiles. Biomech. Model. Mechanobiol. 16:449\u2013461, 2017.","journal-title":"Biomech. Model. Mechanobiol."},{"key":"2840_CR38","doi-asserted-by":"publisher","first-page":"250","DOI":"10.1089\/neu.2018.5634","volume":"36","author":"W Zhao","year":"2019","unstructured":"Zhao, W., and S. Ji. White matter anisotropy for impact simulation and response sampling in traumatic brain injury. J. Neurotrauma. 36:250\u2013263, 2019.","journal-title":"J. Neurotrauma"},{"key":"2840_CR39","doi-asserted-by":"publisher","first-page":"1661","DOI":"10.1007\/s10439-020-02496-y","volume":"20","author":"W Zhao","year":"2020","unstructured":"Zhao, W., and S. Ji. Displacement- and strain-based discrimination of head injury models across a wide range of blunt conditions. Ann. Biomed. Eng. 20:1661\u20131677, 2020.","journal-title":"Ann. Biomed. Eng."},{"key":"2840_CR40","doi-asserted-by":"publisher","first-page":"2437","DOI":"10.1007\/s10439-017-1888-3","volume":"45","author":"W Zhao","year":"2017","unstructured":"Zhao, W., C. Kuo, L. Wu, D. B. Camarillo, and S. Ji. Performance evaluation of a pre-computed brain response atlas in dummy head impacts. Ann. Biomed. Eng. 45:2437\u20132450, 2017.","journal-title":"Ann. Biomed. Eng."}],"container-title":["Annals of Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10439-021-02840-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10439-021-02840-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10439-021-02840-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,13]],"date-time":"2021-10-13T07:01:21Z","timestamp":1634108481000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10439-021-02840-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,2]]},"references-count":40,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2021,10]]}},"alternative-id":["2840"],"URL":"https:\/\/doi.org\/10.1007\/s10439-021-02840-w","relation":{},"ISSN":["0090-6964","1573-9686"],"issn-type":[{"type":"print","value":"0090-6964"},{"type":"electronic","value":"1573-9686"}],"subject":[],"published":{"date-parts":[[2021,8,2]]},"assertion":[{"value":"18 March 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 July 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 August 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}