PACE-ECG: Patient-Aware Contrastive ECG Pretraining; Leveraging Longitudinal Structure for Transferable Representations

Riccardo Cavarra, Lupo Lovatelli, Shaheim Ogbomo-Harmitt +4

Foundation models for physiological signals are commonly evaluated on in-domain interpretation tasks, but their ability to transfer to longitudinal clinical prognosis across health…