Preprint Open access
SemPSG: A Semantic Channel-Aware Foundation Model for Polysomnography Analysis
Polysomnography (PSG) integrates multiple physiological signals to provide a comprehensive characterization of human sleep, yet its heterogeneous channel configurations across centers pose substantial challenges for transferable representation learning. Existing foundation models mainly focus on physiological modeling …