Detection of season-long post-concussion motor deficits in female soccer players using a 3D goal equivalent manifold framework
Xiong Zhao, Reza Rahimi, Janie Cournoyer, Allison Clouthier, Ryan B Graham · 2026
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Description
Xiong Zhao and four co-authors test a movement analysis method in 2026 on women soccer players with past concussions. Brain injuries can leave motor control faults long after symptoms fade, and standard checks may miss them. The team tracked twenty-five varsity players across a full season.
Players did timed bodyweight squats at three points in the season while a markerless camera system recorded them. A 3D geometry method split movement variation into parts that matter for the task and parts that do not. Players with a concussion history scored far lower on the 3D index all season. The older 2D method missed the gap.
Catalog record
| CREATOR | Xiong Zhao, Reza Rahimi, Janie Cournoyer, Allison Clouthier, Ryan B Graham |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 44 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |