Dionissios T. Hristopulos

This paper introduces an LSTM-based classifier that accurately distinguishes acute concussions from healthy states using raw resting state EEG data from adolescent athletes.

This study compares information flow patterns in healthy and concussed adolescents using EEG data, finding altered flow patterns and distribution in the concussed group.

This study uses information flow rate to analyze resting-state EEG signals in adolescents, revealing left-lateralized, bidirectional brain interactions indicative of intermediate maturation.