<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Heiderscheit BC</submitter><funding>NFL Foundation</funding><pagination>128</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC9288010</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>14(1)</volume><pubmed_abstract>&lt;h4>Background&lt;/h4>The etiology of hamstring strain injury (HSI) in American football is multi-factorial and understanding these risk factors is paramount to developing predictive models and guiding prevention and rehabilitation strategies. Many player-games are lost due to the lack of a clear understanding of risk factors and the absence of effective methods to minimize re-injury. This paper describes the protocol that will be followed to develop the HAMstring InjuRy (HAMIR) index risk prediction models for HSI and re-injury based on morphological, architectural, biomechanical and clinical factors in National Collegiate Athletic Association Division I collegiate football players.&lt;h4>Methods&lt;/h4>A 3-year, prospective study will be conducted involving collegiate football student-athletes at</pubmed_abstract><journal>BMC sports science, medicine &amp; rehabilitation</journal><pubmed_title>The development of a HAMstring InjuRy (HAMIR) index to mitigate injury risk through innovative imaging, biomechanics, and data analytics: protocol for an observational cohort study.</pubmed_title><pmcid>PMC9288010</pmcid><funding_grant_id>AAJ5998 MSN249213</funding_grant_id><pubmed_authors>Sanfilippo J</pubmed_authors><pubmed_authors>Fabian K</pubmed_authors><pubmed_authors>Costigan K</pubmed_authors><pubmed_authors>Taylor T</pubmed_authors><pubmed_authors>Wilson J</pubmed_authors><pubmed_authors>Ciocca M</pubmed_authors><pubmed_authors>Bruening D</pubmed_authors><pubmed_authors>Remington E</pubmed_authors><pubmed_authors>Snee S</pubmed_authors><pubmed_authors>Berkoff D</pubmed_authors><pubmed_authors>Martin J</pubmed_authors><pubmed_authors>Taylor F</pubmed_authors><pubmed_authors>Bedi A</pubmed_authors><pubmed_authors>Timmins R</pubmed_authors><pubmed_authors>Allred D</pubmed_authors><pubmed_authors>Woodhouse D</pubmed_authors><pubmed_authors>Meyer C</pubmed_authors><pubmed_authors>Tanaka C</pubmed_authors><pubmed_authors>Feng X</pubmed_authors><pubmed_authors>Magargee S</pubmed_authors><pubmed_authors>Sund S</pubmed_authors><pubmed_authors>Maniar N</pubmed_authors><pubmed_authors>Sponbeck JK</pubmed_authors><pubmed_authors>Opar D</pubmed_authors><pubmed_authors>Heidt D</pubmed_authors><pubmed_authors>Beutler A</pubmed_authors><pubmed_authors>Lin YC</pubmed_authors><pubmed_authors>Smedley AA</pubmed_authors><pubmed_authors>Lisee C</pubmed_authors><pubmed_authors>Johnson AW</pubmed_authors><pubmed_authors>Titter J</pubmed_authors><pubmed_authors>Blemker SS</pubmed_authors><pubmed_authors>Kliethermes SA</pubmed_authors><pubmed_authors>Berkowitz J</pubmed_authors><pubmed_authors>Mortensen B</pubmed_authors><pubmed_authors>Buckley C</pubmed_authors><pubmed_authors>Lee K</pubmed_authors><pubmed_authors>HAMIR Study Group</pubmed_authors><pubmed_authors>Hammer E</pubmed_authors><pubmed_authors>Cousins M</pubmed_authors><pubmed_authors>Riem L</pubmed_authors><pubmed_authors>Choudhari M</pubmed_authors><pubmed_authors>DuCharme O</pubmed_authors><pubmed_authors>Oliaro S</pubmed_authors><pubmed_authors>Baer G</pubmed_authors><pubmed_authors>Lund B</pubmed_authors><pubmed_authors>Ross L</pubmed_authors><pubmed_authors>Moll M</pubmed_authors><pubmed_authors>Heiderscheit BC</pubmed_authors><pubmed_authors>Pietrosimone B</pubmed_authors><pubmed_authors>Feller H</pubmed_authors><pubmed_authors>Hickey J</pubmed_authors><pubmed_authors>Stiffler-Joachim MR</pubmed_authors><pubmed_authors>Eberhardt D</pubmed_authors><pubmed_authors>Hart J</pubmed_authors><pubmed_authors>Drew S</pubmed_authors><pubmed_authors>Blackburn T</pubmed_authors><pubmed_authors>Nguyen C</pubmed_authors><pubmed_authors>Campbell D</pubmed_authors><pubmed_authors>Birchmeier T</pubmed_authors><pubmed_authors>McCoy N</pubmed_authors><pubmed_authors>Nguyen A</pubmed_authors><pubmed_authors>West R</pubmed_authors><pubmed_authors>Allen S</pubmed_authors><pubmed_authors>Lennon A</pubmed_authors><pubmed_authors>Mincberg D</pubmed_authors></additional><is_claimable>false</is_claimable><name>The development of a HAMstring InjuRy (HAMIR) index to mitigate injury risk through innovative imaging, biomechanics, and data analytics: protocol for an observational cohort study.</name><description>&lt;h4>Background&lt;/h4>The etiology of hamstring strain injury (HSI) in American football is multi-factorial and understanding these risk factors is paramount to developing predictive models and guiding prevention and rehabilitation strategies. Many player-games are lost due to the lack of a clear understanding of risk factors and the absence of effective methods to minimize re-injury. This paper describes the protocol that will be followed to develop the HAMstring InjuRy (HAMIR) index risk prediction models for HSI and re-injury based on morphological, architectural, biomechanical and clinical factors in National Collegiate Athletic Association Division I collegiate football players.&lt;h4>Methods&lt;/h4>A 3-year, prospective study will be conducted involving collegiate football student-athletes at</description><dates><release>2022-01-01T00:00:00Z</release><publication>2022 Jul</publication><modification>2025-04-22T21:36:04.265Z</modification><creation>2024-11-12T21:22:22.465Z</creation></dates><accession>S-EPMC9288010</accession><cross_references><pubmed>35841053</pubmed><doi>10.1186/s13102-022-00520-3</doi></cross_references></HashMap>