Sleep staging throws away information! A sleep foundation model learns hidden sleep microstructure that improves prediction of health, demographics, and cognition beyond traditional staging. Excited to share the preprint — now under peer review at npj Digital Medicine! doi.org/10.21203/rs....

Tracking Sleep-Linked Brain Fluid Dynamics Using Modified fNIRS: A Novel Noninvasive Window into Glymphatic Function www.biorxiv.org/content/10.1101/2025.10....

ezscore-f: A Set of Freely Available, Validated Sleep Stage Classifiers for Forehead EEG The increasing availability of wearable forehead EEG devices, such as the Hypnodyne ZMax, open-source DCM, CGX PatchEEG, and many others, has significantly expanded opportunities for convenient, at-ho...

Companion preprint for ezscore-f!: www.biorxiv.org/content/10.1...

GitHub - coonwg1/ezscore: ezscore-f: artifact-aware sleep stage classifiers for forehead EEG ezscore-f: artifact-aware sleep stage classifiers for forehead EEG - coonwg1/ezscore

check out this new sleep stage classifier specifically designed for forehead EEG. ezscore is in active development and new device-agnostic models will post this month; let us know how it works and how we can improve it for YOU!: github.com/coonwg1/ezsc...