CardioState-JEPA

ECGPPGPCGOpen Weights

Key facts

Venue
arXiv 2026-08

Summary

Shared cardiac JEPA with delay-aware masked latent prediction across ECG/PPG/PCG; HF weights listed — resolve noncommercial terms before company use.

Reported benchmarks

Heart rate estimation

PPG-DaLiA · MAE (bpm) ↓

#1 of 6
3.8

Paper Table 1 frozen

Source paper

CardioState-JEPA: Delay-Aware Cross-Modal Learning of a Shared Cardiac Representation