Proceedings of the 2025 9th International Conference on Medical and Health Informatics. International Conference on Medical and Health Informatics (9th : 2025 : Kyoto, Japan)

Risk Prediction and Interpretation for Fall Events Using Explainable AI and Large Language Models.

Pub Date : 2025-01-01 DOI: 10.1145/3761712.3761774 Jake Luo, Masoud Khani, Jazzmyne Adams, Qiang Lu, Kristian O'Connor, David R Friedland

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

Pub Date : 2025-01-01 DOI: 10.1145/3761712.3761721 Jake Luo, Amirsajjad Taleban, Patrick Noffke, Rodney Sparapani