Min Jung Kim — Papers on Cortexa

arxivcs.CVcs.AI2026-07-15

Anatomically Faithful but Temporally Diffuse: Auditing Attribution for Left-Ventricular Ejection-Fraction Estimation from Echocardiography

Deep video models estimate left-ventricular ejection fraction (EF) from echocardiography with near-expert accuracy, and post-hoc attribution is increasingly used to certify that such models look at the right place. Because EF is defined by the end-systolic (ES) and end-diastolic…

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crossrefToxics2025-12-17Cited by 1

Machine Learning for Predicting Human Drug-Induced Cardiotoxicity: A Scoping Review

Ja-Young Han, Min Jung Kim, Hyunwoo Kim, KeunOh Choi, Seongjin Ju, Myeong Gyu Kim

Background: Drug-induced cardiotoxicity poses a major challenge in drug development and clinical safety. Although machine learning (ML) methods have shown potential in predicting cardiotoxic risks, prior research has largely focused on specific mechanisms such as human Ether-à-go…

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