Multi-Level Explainable AI for ECG-Based Atrial Fibrillation Detection: Exploring LIME, SHAP, and Grad-CAM for Clinical Interpretation

Jake Luo, Amirsajjad Taleban, Patrick Noffke, Rodney Sparapani. Multi-Level Explainable AI for ECG-Based Atrial Fibrillation Detection: Exploring LIME, SHAP, and Grad-CAM for Clinical Interpretation. In Proceedings of the 2025 9th International Conference on Medical and Health Informatics, ICMHI 2025, Kyoto, Japan, May 16-18, 2025. pages 52-59, ACM, 2025. [doi]

Abstract

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