Xiaoyu Li

PPG Heart-Age Gap Tracks Vascular Aging

ECG-guided cross-modal pretraining lets a smartwatch PPG model estimate heart age alone, linking a one-standard-deviation gap increase to 1.72-fold higher hypertension odds.