Literature DB >> 32936594

Head Impact Telemetry System's Video-based Impact Detection and Location Accuracy.

Kody R Campbell, Stephen W Marshall1, Jason F Luck2, Gianmarco F Pinton3, Joel D Stitzel, Joshua S Boone4, Kevin M Guskiewicz, Jason P Mihalik.   

Abstract

PURPOSE: This study aimed to quantify the Head Impact Telemetry (HIT) System's impact detection and location measurement accuracy using an impact biomechanics data set paired with video of high school football special teams plays.
METHODS: The head impact biomechanics data set and video were collected from 22 high school football players, wearing HIT System instrumented helmets, competing in 218 special teams plays over a single high school football season. We used two separate video analysis approaches. To quantify the impact detection accuracy, we evaluated the video for head impacts independently of the impact data collection triggers collected by the HIT System. Video-observed impacts matched to valid and invalid head impacts by the HIT System algorithm were categorized as true positives, false positives, false negatives, and true negatives. To quantify impact location accuracy, we analyzed video-synchronized head impacts for impact location independent of the HIT System's impact location measurement and quantified the estimated percent agreement of impact location between the HIT System recorded impact location and the impact location observed on video.
RESULTS: The HIT System's impact-filtering algorithm had 69% sensitivity, 72% specificity, and 70% accuracy in categorizing true and non-head impact data collection triggers. The HIT System agreed with video-observed impact locations on 64% of the 129 impacts we analyzed (unweighted k = 0.43, 95% confidence interval = 0.31-0.54).
CONCLUSION: This work provides data on the HIT System's impact detection and location accuracy during high school football special teams plays using game video analysis that has not been previously published. Based on our data, we believe that the HIT System is useful for estimating population-based impact location distributions for special teams plays.

Entities:  

Mesh:

Year:  2020        PMID: 32936594      PMCID: PMC7503201          DOI: 10.1249/MSS.0000000000002371

Source DB:  PubMed          Journal:  Med Sci Sports Exerc        ISSN: 0195-9131


  37 in total

1.  Understanding interobserver agreement: the kappa statistic.

Authors:  Anthony J Viera; Joanne M Garrett
Journal:  Fam Med       Date:  2005-05       Impact factor: 1.756

2.  Validation of a helmet-based system to measure head impact biomechanics in ice hockey.

Authors:  Mari A Allison; Yun Seok Kang; John H Bolte; Matthew R Maltese; Kristy B Arbogast
Journal:  Med Sci Sports Exerc       Date:  2014-01       Impact factor: 5.411

3.  Incidence of Concussion During Practice and Games in Youth, High School, and Collegiate American Football Players.

Authors:  Thomas P Dompier; Zachary Y Kerr; Stephen W Marshall; Brian Hainline; Erin M Snook; Ross Hayden; Janet E Simon
Journal:  JAMA Pediatr       Date:  2015-07       Impact factor: 16.193

4.  Concussion Mechanisms and Activities in Youth, High School, and College Football.

Authors:  Robert C Lynall; Kody R Campbell; Erin B Wasserman; Thomas P Dompier; Zachary Y Kerr
Journal:  J Neurotrauma       Date:  2017-07-20       Impact factor: 5.269

5.  Abnormal white matter integrity related to head impact exposure in a season of high school varsity football.

Authors:  Elizabeth M Davenport; Christopher T Whitlow; Jillian E Urban; Mark A Espeland; Youngkyoo Jung; Daryl A Rosenbaum; Gerard A Gioia; Alexander K Powers; Joel D Stitzel; Joseph A Maldjian
Journal:  J Neurotrauma       Date:  2014-07-14       Impact factor: 5.269

6.  National High School Athlete Concussion Rates From 2005-2006 to 2011-2012.

Authors:  Joseph A Rosenthal; Randi E Foraker; Christy L Collins; R Dawn Comstock
Journal:  Am J Sports Med       Date:  2014-04-16       Impact factor: 6.202

7.  Bandwidth and sample rate requirements for wearable head impact sensors.

Authors:  Lyndia C Wu; Kaveh Laksari; Calvin Kuo; Jason F Luck; Svein Kleiven; Cameron R 'Dale' Bass; David B Camarillo
Journal:  J Biomech       Date:  2016-07-26       Impact factor: 2.712

8.  Head impact exposure in collegiate football players.

Authors:  Joseph J Crisco; Bethany J Wilcox; Jonathan G Beckwith; Jeffrey J Chu; Ann-Christine Duhaime; Steven Rowson; Stefan M Duma; Arthur C Maerlender; Thomas W McAllister; Richard M Greenwald
Journal:  J Biomech       Date:  2011-08-27       Impact factor: 2.712

9.  Twelve years of national football league concussion data.

Authors:  Ira R Casson; David C Viano; John W Powell; Elliot J Pellman
Journal:  Sports Health       Date:  2010-11       Impact factor: 3.843

10.  Epidemiology of sports-related concussion in seven US high school and collegiate sports.

Authors:  Stephen W Marshall; Kevin M Guskiewicz; Viswanathan Shankar; Michael McCrea; Robert C Cantu
Journal:  Inj Epidemiol       Date:  2015-06-16
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  4 in total

1.  Time Delta Head Impact Frequency: An Analysis on Head Impact Exposure in the Lead Up to a Concussion: Findings from the NCAA-DOD Care Consortium.

Authors:  Jack Seifert; Alok S Shah; Jaroslaw Harezlak; Steven Rowson; Jason P Mihalik; Larry Riggen; Stefan Duma; Alison Brooks; Kenneth L Cameron; Christopher C Giza; Joshua Goldman; Kevin M Guskiewicz; Megan N Houston; Jonathan C Jackson; Gerald McGinty; Paul Pasquina; Steven P Broglio; Thomas W McAllister; Michael A McCrea; Brian D Stemper
Journal:  Ann Biomed Eng       Date:  2022-08-06       Impact factor: 4.219

2.  On-Field Deployment and Validation for Wearable Devices.

Authors:  Calvin Kuo; Declan Patton; Tyler Rooks; Gregory Tierney; Andrew McIntosh; Robert Lynall; Amanda Esquivel; Ray Daniel; Thomas Kaminski; Jason Mihalik; Nate Dau; Jillian Urban
Journal:  Ann Biomed Eng       Date:  2022-08-12       Impact factor: 4.219

3.  Automated soccer head impact exposure tracking using video and deep learning.

Authors:  Ahmad Rezaei; Lyndia C Wu
Journal:  Sci Rep       Date:  2022-06-03       Impact factor: 4.996

4.  Association Between Head Impact Biomechanics and Physical Load in College Football.

Authors:  Bradley J Lauck; Aaron M Sinnott; Adam W Kiefer; Darin A Padua; Jacob R Powell; Haley R Sledge; Jason P Mihalik
Journal:  Ann Biomed Eng       Date:  2022-08-16       Impact factor: 4.219

  4 in total

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