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Predicting Intramyocardial Hemorrhage Before Reperfusion in STEMI Patients With Intrinsically Explainable Artificial Intelligence.

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Title: Predicting Intramyocardial Hemorrhage Before Reperfusion in STEMI Patients With Intrinsically Explainable Artificial Intelligence.
Authors: Youssef K; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA., Vora KP; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA., Gupta R; Division of Cardiology, Department of Medicine, University of Toledo, Toledo, Ohio, USA., Gruionu G; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA., Kumar A; Division of Cardiology, Department of Medicine, Northern Ontario School of Medicine University, Sudbury, Ontario, Canada., Puri R; Division of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA., Reed GW; Division of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA., Kalra A; Division of Cardiology, Department of Medicine, State University of New York (SUNY), Upstate Medical University, Syracuse, New York, USA., Dharmakumar R; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA. Electronic address: rdkumar@iu.edu.
Source: JACC. Advances [JACC Adv] 2026 Jun 11; Vol. 5 (7), pp. 102864. Date of Electronic Publication: 2026 Jun 11.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 9918419284106676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2772-963X (Electronic) Linking ISSN: 2772963X NLM ISO Abbreviation: JACC Adv
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Youssef+K%22">Youssef K</searchLink>; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA.<br /><searchLink fieldCode="AU" term="%22Vora+KP%22">Vora KP</searchLink>; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA.<br /><searchLink fieldCode="AU" term="%22Gupta+R%22">Gupta R</searchLink>; Division of Cardiology, Department of Medicine, University of Toledo, Toledo, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Gruionu+G%22">Gruionu G</searchLink>; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA.<br /><searchLink fieldCode="AU" term="%22Kumar+A%22">Kumar A</searchLink>; Division of Cardiology, Department of Medicine, Northern Ontario School of Medicine University, Sudbury, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Puri+R%22">Puri R</searchLink>; Division of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Reed+GW%22">Reed GW</searchLink>; Division of Cardiovascular Medicine, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Kalra+A%22">Kalra A</searchLink>; Division of Cardiology, Department of Medicine, State University of New York (SUNY), Upstate Medical University, Syracuse, New York, USA.<br /><searchLink fieldCode="AU" term="%22Dharmakumar+R%22">Dharmakumar R</searchLink>; Cardiovascular Imaging Research Center, Medical Imaging Research Institute, Indiana University School of Medicine, Indianapolis, Indiana, USA; Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, Indiana, USA. Electronic address: rdkumar@iu.edu.
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