Artifact detection and localization in single-channel mobile EEG for sleep research using deep learning and attention mechanisms

Khrystyna Semkiv, Jia Zhang, Maria Laura Ferster +1

Current methods for detecting artifacts in sleep EEG range from threshold-based algorithms to machine learning approaches, yet applications remain limited for single-channel mobile…