Comparative Analysis of State-of-the-Art Foundation Models for Sleep Analysis Under Channel Reduction

Hassan Mehdi, Riku Klen, Ayse Kosal Bulbul +5

Automatic sleep staging from polysomnography (PSG) is a well-studied task, but PSG itself is expensive, clinic-based, and burdensome to manually score, which limits its use for lon…