DREAMT
Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology
PPGIMUTempEDApsgWrist-worn
Key facts
- Signals
- ppg, accel, skin-temp, eda, psg
- Reference Labels
- ahi, sleep-staging
- Devices
- empatica-e4
- Sampling Rates
- E4 BVP 64Hz, ACC 32Hz, TEMP 4Hz, EDA 4Hz; PSG 100Hz
- Subjects
- 100
- License
- PhysioNet Restricted Health Data License 1.5.0
Summary
Wrist PPG with PSG gold-standard sleep staging — the largest single wrist-PPG cohort in the ledger and the only one with expert-scored overnight sleep labels. Collected at Duke University Health System Sleep Disorder Lab, May–Sept 2022.
Used by
Models
Updated: Oct 6, 2026