Computers in biology and medicineDeep LearningHumansElectrocardiographyHeart DiseasesSignal Processing
Explainable deep learning based techniques for ECG-Based heart disease classification: A systematic literature review and future direction.
Gouthamaan Manimaran, Abdolrahman Peimankar, Sadasivan Puthusserypady, Mahdi Momeni, Rifa Atul Izza Asyari, Masud Shah Jahan, Jonas Moll, Uffe Kock Wiil, Ali Ebrahimi
Published: 202510.1016/j.compbiomed.2025.111324
Abstract
OBJECTIVE: This study aims to improve the understanding of explainability in deep learning (DL) architectures utilized for heart disease (HD) classification through electrocardiogram (ECG) data. It offers a systematic review of methodological choices…
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