Open access
Aug 2026
AI-Assisted Multilabel Diagnosis of 12-Lead Electrocardiograms Using an Interpretable Stacked Deep Learning Model with External Validation
A compact and interpretable framework for five-superclass multi-label ECG diagnosis that integrates leakage-aware development, threshold-controlled testing, frozen external validation, and multimethod interpretability is developed.
A. Tassaddiq, Aiman J. Albarakati, Rabab Alharbi et al.
· Diagnostics · 0 citations