… players, most research on the effect of football head impacts have focused on the collegiate
… Like VGGNet, our network uses small filters of size 3×3×3 voxels. Innovation occurs through …

… (p<0.5 in linear acceleration magnitude). Our results agree with … head impact exposure 74
dataset in collegiate American … of head impacts per player-play, which account for players …

… head impact exposure (HIE) experienced in contact sports, such as … impacts were the highest
magnitude impacts for 6 players … of head-to-ball impact exposure in male collegiate soccer …

… and collegiate football, a total of 287 catastrophic head and … avoid or lessen the magnitude
of head impacts after a single … decreasing head-impact exposure in American football players. …

… Final enrollment included 284 male football players (15.8 ± 1 years, 180.4 ± 7.6 cm, 84.0 ±
16.6 kg… to different frequencies and magnitudes of impacts, we further thresholded these head …

… impact exposure during practice (eg, head impact frequency … investigation of Division I
collegiate football players, we examined … , such as impact frequency and magnitude, concussion …

… risk of mTBI exists for players exposed to the higher-magnitude impacts (ie, speed … of
exposure to repetitive impacts, support our hypothesis that even a single season of NCAA Football …

… The role of head impact magnitude was explored through kinematic and strain metrics, in …
Frequency and location of head impact exposures in individual collegiate football players. J …

… head impact biomechanics in 19-year-old female collegiate … also shown that exposure
varies between player positions.6, … The main strength of our study is its large sample size, …

… more engagement, more risk for head impact exposure), we did not observe … college football
players. Given that RHIE accumulates based on both head impact frequency and magnitude …