Jie Yang

A lightweight ECG model with teacher-derived integrated medical semantic preservation for cardiac disease screening.

Recent electrocardiogram (ECG) foundation models have extended ECG analysis from rhythm and morphology recognition to cardiac structure-function assessment, but the computational and memory requirements limit their use in resource-constrained settings. This study aimed to reduce the size and inference cost of a unified...