Position: Evaluation of ECG Representations Must Be Fixed

Zachary Berger, Daniel Prakah-Asante, John Guttag +1

This position paper argues that current benchmarking practice in 12-lead ECG representation learning must be fixed to ensure progress is reliable and aligned with clinically meanin…