Literature DB >> 35960418

On-Field Deployment and Validation for Wearable Devices.

Calvin Kuo1, Declan Patton2, Tyler Rooks3, Gregory Tierney4, Andrew McIntosh5,6,7, Robert Lynall8, Amanda Esquivel9, Ray Daniel3, Thomas Kaminski10, Jason Mihalik11, Nate Dau12, Jillian Urban13.   

Abstract

Wearable sensors are an important tool in the study of head acceleration events and head impact injuries in sporting and military activities. Recent advances in sensor technology have improved our understanding of head kinematics during on-field activities; however, proper utilization and interpretation of data from wearable devices requires careful implementation of best practices. The objective of this paper is to summarize minimum requirements and best practices for on-field deployment of wearable devices for the measurement of head acceleration events in vivo to ensure data evaluated are representative of real events and limitations are accurately defined. Best practices covered in this document include the definition of a verified head acceleration event, data windowing, video verification, advanced post-processing techniques, and on-field logistics, as determined through review of the literature and expert opinion. Careful use of best practices, with accurate acknowledgement of limitations, will allow research teams to ensure data evaluated is representative of real events, will improve the robustness of head acceleration event exposure studies, and generally improve the quality and validity of research into head impact injuries.
© 2022. The Author(s).

Entities:  

Keywords:  Best practices; Concussion; Head acceleration events; Machine learning; On field validation; Time windowing; Video verification; Wearable devices

Year:  2022        PMID: 35960418     DOI: 10.1007/s10439-022-03001-3

Source DB:  PubMed          Journal:  Ann Biomed Eng        ISSN: 0090-6964            Impact factor:   4.219


  54 in total

1.  Head Impact Density: A Model To Explain the Elusive Concussion Threshold.

Authors:  Steven P Broglio; Andrew Lapointe; Kathryn L O'Connor; Michael McCrea
Journal:  J Neurotrauma       Date:  2017-05-24       Impact factor: 5.269

2.  Head Impact Exposure During a Weekend Youth Soccer Tournament.

Authors:  Sara P D Chrisman; Christine L Mac Donald; Seth Friedman; Jalal Andre; Ali Rowhani-Rahbar; Sara Drescher; Elizabeth Stein; Matthew Holm; Nicole Evans; Andrew V Poliakov; Randal P Ching; Christina C Schwien; Monica S Vavilala; Frederick P Rivara
Journal:  J Child Neurol       Date:  2016-03-06       Impact factor: 1.987

3.  Do American Youth Football Players Intentionally Use Their Heads for High-Magnitude Impacts?

Authors:  Jaclyn Alois; Srinidhi Bellamkonda; Eamon T Campolettano; Ryan A Gellner; Amaris Genemaras; Jonathan G Beckwith; Richard M Greenwald; Eric Smith; Steven Rowson; Stefan M Duma; Joseph J Crisco
Journal:  Am J Sports Med       Date:  2019-11-07       Impact factor: 6.202

4.  High Energy Side and Rear American Football Head Impacts Cause Obvious Performance Decrement on Video.

Authors:  Adam J Bartsch; Daniel Hedin; Jay Alberts; Edward C Benzel; Jason Cruickshank; Robert S Gray; Kenneth Cameron; Megan N Houston; Tyler Rooks; Gerald McGinty; Erick Kozlowski; Steven Rowson; Joseph C Maroon; Vincent J Miele; J Chris Ashton; Gunter P Siegmund; Alok Shah; Michael McCrea; Brian Stemper
Journal:  Ann Biomed Eng       Date:  2020-10-27       Impact factor: 3.934

5.  High-magnitude head impact exposure in youth football.

Authors:  Eamon T Campolettano; Ryan A Gellner; Steven Rowson
Journal:  J Neurosurg Pediatr       Date:  2017-10-17       Impact factor: 2.375

6.  Drill-Specific Head Impacts in Collegiate Football Practice: Implications for Reducing "Friendly Fire" Exposure.

Authors:  Breton M Asken; Zechariah S Brooke; Taylor C Stevens; Paul G Silvestri; Matthew J Graham; Michael S Jaffee; James R Clugston
Journal:  Ann Biomed Eng       Date:  2018-07-09       Impact factor: 3.934

7.  An instrumented mouthguard for measuring linear and angular head impact kinematics in American football.

Authors:  David B Camarillo; Pete B Shull; James Mattson; Rebecca Shultz; Daniel Garza
Journal:  Ann Biomed Eng       Date:  2013-04-19       Impact factor: 3.934

8.  Patterns of head impact exposure in men's and women's collegiate club water polo.

Authors:  Nicholas J Cecchi; Derek C Monroe; Jenna J Phreaner; Steven L Small; James W Hicks
Journal:  J Sci Med Sport       Date:  2020-03-20       Impact factor: 4.319

9.  Validation of an "Intelligent Mouthguard" Single Event Head Impact Dosimeter.

Authors:  Adam Bartsch; Sergey Samorezov; Edward Benzel; Vincent Miele; Daniel Brett
Journal:  Stapp Car Crash J       Date:  2014-11

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

Authors:  Kody R Campbell; Stephen W Marshall; Jason F Luck; Gianmarco F Pinton; Joel D Stitzel; Joshua S Boone; Kevin M Guskiewicz; Jason P Mihalik
Journal:  Med Sci Sports Exerc       Date:  2020-10
View more
  2 in total

1.  Consensus Head Acceleration Measurement Practices (CHAMP): Laboratory Validation of Wearable Head Kinematic Devices.

Authors:  Lee Gabler; Declan Patton; Mark Begonia; Ray Daniel; Ahmad Rezaei; Colin Huber; Gunter Siegmund; Tyler Rooks; Lyndia Wu
Journal:  Ann Biomed Eng       Date:  2022-09-14       Impact factor: 4.219

2.  Consensus Head Acceleration Measurement Practices (CHAMP): Study Design and Statistical Analysis.

Authors:  Steve Rowson; Jason Mihalik; Jillian Urban; Julianne Schmidt; Steve Marshall; Jaroslaw Harezlak; Brian D Stemper; Mike McCrea; Jim Funk
Journal:  Ann Biomed Eng       Date:  2022-10-17       Impact factor: 4.219

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.