health-sensing

rPPG-Toolbox: Deep Remote PPG Toolbox (NeurIPS 2023)

This is a web demo for camera-based PPG sensing (rPPG).

The source code and pre-trained models for Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing (WACV 2024, Oral).

A Toolkit to Benchmark Methods for Ring-Based Cardiovascular Metrics & HealthRing: Physiology Dataset for Health Sensing on Rings (Scientific Data 2026)

MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement (ACM CHIL-2021)

Detect breathing irregularities (hypopnea, obstructive apnea) in overnight sleep recordings by converting nasal airflow, thoracic movement, and SpO₂ into labeled 30-second windows. Train a 1D CNN with leave-one-participant-out validation and evaluate using accuracy, precision, recall, and confusion matrices.