2 papers
cs.LG2026
BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing
Magnus Ruud Kjaer, Haejun Han, Ashish Neupane +1
Foundation models for wearable biosignals have matched or exceeded supervised specialists across a range of clinical tasks, yet all rely on modalities that require deliberate user…
cs.LG2025
Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models
Magnus Ruud Kjaer, Rahul Thapa, Gauri Ganjoo +7
Polysomnography (PSG), the gold standard test for sleep analysis, generates vast amounts of multimodal clinical data, presenting an opportunity to leverage self-supervised represen…