BioSerenity

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

EEG foundation model for clinical diagnosis, combining a VQ-VAE spectral tokenizer with masked token prediction for seizure and pathology detection.