Rami Janini

PPGNet: Deep Multiple Instance Learning for Automated Hypertension Detection in OSA Patients Using PPG Signals

PPGNet is presented, a deep learning framework for diagnostic detection of established HTN in OSA patients using photoplethysmography signals extracted from standard overnight PSG recordings, enabling earlier HTN identification in this highrisk population without additional instrumentation.