AI RESEARCH

Biosignal Fingerprinting: A Cross-Modal PPG-ECG Foundation Model

arXiv CS.AI

ArXi:2605.09579v1 Announce Type: cross Cardiovascular disease remains the leading cause of global mortality, yet scalable cardiac monitoring is hindered by the gap between diagnostic-rich ECG and ubiquitous wearable PPG. Bridging this gap requires representations that are compact, transferable across modalities and devices, and deployable without task-specific re