SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models

Alvise Dei Rossi, Matteo Metaldi, Michal Bechny +7

Despite advances in deep learning for automatic sleep staging, clinical adoption remains limited due to challenges in fair model evaluation, generalization across diverse datasets,…