
Dimitris Spathis
Photo: GitHub @sdimi (GitHub profile)
Highlights
- papers
- 3
- models
- 3
- SOTA
- 4
- Apnea-hypopnea index · MESAMAE (events/h) 12.97 · PaPaGei-S · Share
- Hypertension · PPG-BPAUROC 0.77 · PaPaGei-S · Share
- ICU admission · VitalDBAUROC 0.79 · PaPaGei-S · Share
- Sleep-disordered breathing · SDB (Garde et al.)AUROC 0.70 · PaPaGei-S · Share
+2 more SOTA results on the linked model pages.
Dimitris Spathis has 3 papers in the ChatPPG research atlas (2024–2026), linked to 3 models, with work using 7 datasets and 48 co-authors in the atlas. Main topics: PPG, AIM, ACC, EDA, google, self-supervised.
Papers
Models
Datasets used in this work
- MESA SleepNSRR polysomnography + wrist actigraphy (Multi-Ethnic Study of Atherosclerosis)2,237 subjects · PPG · ECG · IMU
- nuMoM2bNSRR pregnancy sleep-disordered-breathing substudy3,702 subjects · PPG · PSG
VitalVideosface video + contact PPG + BP/SpO2 (Europe-1, Africa-1, Worldwide)850 subjects · PPG
PPG-DaLiAPPG dataset for motion compensation / HR15 subjects · PPG · ECG · IMU
WESADWearable Stress and Affect Detection15 subjects · PPG · ECG · IMU
VitalDBintraoperative multi-parameter vitals (PhysioNet mirror)6,388 subjects · PPG · ECG · BP
MIMIC-III Waveform MATCHEDpaired PLETH+ABP windows2,854 subjects · PPG · BP
Co-authors
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