Rigshospitalet

Sleep foundation model whose frozen encoder scores polysomnography events, predicts incident disease, and transfers to wearable EEG and actigraphy.

Automated sleep staging for polysomnography in Parkinson's disease and isolated REM sleep behaviour disorder, with per-epoch confidence estimates.

Transmembrane topology predictor covering alpha-helical and beta-barrel proteins, with per-residue labels and signal peptide cleavage sites.

Sleep staging model that segments polysomnography from any single EEG and EOG channel pair, labelling stages at resolutions finer than 30 s epochs.