Journal article
From Group-Level Statistics to Single-Subject Prediction: Machine Learning Detection of Concussion in Retired Athletes
Abstract
There has been increased effort to understand the neurophysiological effects of concussion aimed to move diagnosis and identification beyond current subjective behavioral assessments that suffer from poor sensitivity. Recent evidence suggests that event-related potentials (ERPs) measured with electroencephalography (EEG) are persistent neurophysiological markers of past concussions. However, as such evidence is limited to group-level analyzes, …
Authors
Boshra R; Dhindsa K; Boursalie O; Ruiter KI; Sonnadara R; Samavi R; Doyle TE; Reilly JP; Connolly JF
Journal
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol. 27, No. 7, pp. 1492–1501
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
7 2019
DOI
10.1109/tnsre.2019.2922553
ISSN
1534-4320