Sara Kamali

ExSEnt for explainable dementia detection: disentangling temporal and amplitude-driven complexity boosts EEG-based classification

This paper introduces ExSEnt, a novel entropy-based measure for dementia detection using EEG, showing it achieves comparable classification performance to deep learning methods with a simpler logistic regression model.

Mu and beta power effects of fast response trait double dissociate during precue and movement execution in the sensorimotor cortex

The paper examines neuromuscular dynamics during a finger movement task, finding that fast responders show distinct EEG and EMG patterns linked to motor inhibition and activation.