Sabotage Detection Using DL Models on EEG Data From a Cognitive-Motor Integration Task

Objective clinical tools, including cognitive-motor integration (CMI) tasks, have the potential to improve concussion rehabilitation by helping to determine whether or not a concussion has occurred. In order to be useful, however, an individual must put forth their best effort. In this study, we hav...

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Veröffentlicht in:	Frontiers in human neuroscience 2021-10, Vol.15, p.662875-662875
Hauptverfasser:	Chaudhary, Mahima, Adams, Meaghan S., Mukhopadhyay, Sumona, Litoiu, Marin, Sergio, Lauren E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial intelligence baseline testing Classification CNN Cognitive ability cognitive-motor integration Concussion Deep learning Discriminant analysis EEG Electroencephalography Human Neuroscience Industrial applications Integration Interactive computer systems Long short-term memory LSTM Lying Machine learning Neural networks Rehabilitation Temporal variations Traumatic brain injury Visual discrimination wearable devices
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