Yuta Nambu

CardioFlow: Learning to Generate ECG from PPG with Rectified Flow

This study tackles the problem of generating electrocardiograms (ECG) from photoplethysmograms (PPG) data collected by wearable devices such as smartwatches. Existing methods based on diffusion models successfully generate high-quality ECGs but suffer from slow inference since diffusion models itera…