Adaptive weighted dual MAML: Proposing a novel method for the automated diagnosis of partial sleep deprivation.
Journal:
PloS one
Published Date:
Jun 13, 2025
Abstract
INTRODUCTION: Sleep disorders significantly disrupt normal sleep patterns and pose serious health risks. Traditional diagnostic methods, such as questionnaires and polysomnography, often require extensive time and are susceptible to errors. This highlights the need for automated detection systems to enhance diagnostic efficiency. This study proposes a novel method for the automated diagnosis of partial sleep deprivation utilizing electroencephalogram (EEG) signals.
