Computer methods and programs in biomedicine
Multi-scale heart simulation augments the explainability of artificial intelligence-enabled electrocardiogram through provision of an electrocardiogram database labelled with cellular pathologies.
Jun-Ichi Okada, Katsuhito Fujiu, Eriko Hasumi, Ying Chen, Takumi Washio, Toshiaki Hisada, Seiryo Sugiura
Published: 202610.1016/j.cmpb.2026.109247
Abstract
BACKGROUND AND OBJECTIVES: Although artificial-intelligence-enhanced electrocardiograms (AI-ECGs) offer prediction and diagnosis capabilities superior to those of humans, they exhibit poor explainability and interpretability because of their complex-…
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