Using Explainability as a Training-Time Reliability Signal for Efficient ECG Classification

Veerendhra Kumar Dangeti, Xiao Gu, Ying Weng +1

Training deep neural networks for clinical time-series analysis is computationally demanding, yet many healthcare settings lack the resources required for repeated model developmen…