Key facts
- Signals
- ppg
- Reference Labels
- afib, sqi
- Devices
- wrist-based PPG wearable (paper does not name the device)
- Sampling Rates
- Source 128 Hz (Stanford cohorts) / 125 Hz (IEEE SPC 2015 supplement); released windows bandpass-filtered and downsampled by 4 — 25 s × 800 samples (32 Hz) in test.npz
- License
- Non-commercial data use agreement (README: "shared with a non-commerical data use agreement"); Synapse download needs a logged-in account
Summary
Torres-Soto J, Ashley EA. Multi-task deep learning for cardiac rhythm detection in wearable devices. npj Digital Medicine 3, 116 (2020).
Leaderboards
Updated: Oct 10, 2026