A lightweight ECG model with teacher-derived integrated medical semantic preservation for cardiac disease screening (ECGFM-U-Lite)
Shuangquan Ma, Wenyao Wang, Jie Yang, Jun Wen, Yawei Wang, Yi-Da Tang
International Journal of Medical Informati· 2026
Summary
Compresses a unified multitask ECG foundation model (rhythm/morphology + cardiac structure-function assessment) into ECGFM-U-Lite, a compact 1D-MobileViT student, in three stages:
Key facts
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Updated: Oct 12, 2026
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