arXiv cs.LG
· Papers
AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts
arXiv:2512.14461v2 Announce Type: replace Abstract: Sleep is essential for health, yet studying its dynamics requires manual sleep staging, a labor-intensive step in research and clinical care. Across centers, polysomnography (PSG) recordings are traditionally scored in 30-s epochs for pragmatic, not physiological, rea