Analysis of the Shortcut Learning and Clever Hans Effect in CNN based ECG Image Classification

Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta +1

Deep learning models for ECG image classification may achieve high accuracy by exploiting non-physiological visual cues instead of ECG waveform morphology. Given the black-box natu…