On-field deployment and validation for wearable devices

C Kuo, D Patton, T Rooks, G Tierney… - Annals of biomedical …, 2022 - Springer
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 …

Head impact research using inertial sensors in sport: a systematic review of methods, demographics, and factors contributing to exposure

E Le Flao, GP Siegmund, R Borotkanics - Sports Medicine, 2022 - Springer
Background The number and magnitude of head impacts have been assessed in-vivo using
inertial sensors to characterise the exposure in various sports and to help understand their …

A two-phased approach to quantifying head impact sensor accuracy: in-laboratory and on-field assessments

EE Kieffer, MT Begonia, AM Tyson… - Annals of biomedical …, 2020 - Springer
Measuring head impacts in sports can further our understanding of brain injury
biomechanics and, hopefully, advance concussion diagnostics and prevention. Although …

Elevations in microRNA biomarkers in serum are associated with measures of concussion, neurocognitive function, and subconcussive trauma over a single national …

L Papa, SM Slobounov, HC Breiter, A Walter… - Journal of …, 2019 - liebertpub.com
This prospective controlled observational cohort study assessed the performance of a novel
panel of serum microRNA (miRNA) biomarkers on indicators of concussion, subconcussive …

Characterizing exposure to head acceleration events in youth football using an instrumented mouthpiece

ME Marks, TD Holcomb, NS Pritchard, LE Miller… - Annals of biomedical …, 2022 - Springer
Understanding characteristics of head acceleration events (HAEs) in youth football is vital in
developing strategies to improve athlete safety. This study aimed to characterize HAEs in …

Head games: a systematic review and meta-analysis examining concussion and head impact incidence rates, modifiable risk factors, and prevention strategies in …

MP Pankow, RA Syrydiuk, AT Kolstad, AK Hayden… - Sports medicine, 2022 - Springer
Objectives The aims were to (1) examine the rates and mechanisms of concussion and head
impact in youth football (high school level or younger);(2) identify modifiable risk factors for …

Head impact exposures among youth tackle and flag American football athletes

D Waltzman, K Sarmiento, O Devine, X Zhang… - Sports …, 2021 - journals.sagepub.com
Background: Promoted as a safer alternative to tackle football, there has been an increase in
flag football participation in recent years. However, examinations of head impact exposure in …

Factors affecting head impact exposure in college football practices: a multi-institutional study

ET Campolettano, S Rowson, SM Duma… - Annals of biomedical …, 2019 - Springer
Biomechanical data collected from head impacts in football have been used to characterize
exposure and predict injury risk. This study sought to specifically quantify the factors that …

Youth exposure to repetitive head impacts from tackle football and long-term neurologic outcomes: a review of the literature, knowledge gaps and future directions …

ML Alosco, RA Stern - Seminars in pediatric neurology, 2019 - Elsevier
Youth participation in contact and collision sports, particularly tackle football, is associated
with exposure to repetitive head impacts during a time period when tremendous brain …

Comparison of head impact exposure in practice drills among multiple youth football teams

ME Kelley, MA Espeland, WC Flood… - Journal of …, 2018 - thejns.org
OBJECTIVE Limiting contact in football practice can reduce the number of head impacts a
player receives, but further research is needed to inform the modification of optimal drills that …