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Automated Echocardiographic Detection of Mitral Valve Prolapse and Mitral Regurgitation with Video-based Artificial Intelligence Algorithms.

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Title: Automated Echocardiographic Detection of Mitral Valve Prolapse and Mitral Regurgitation with Video-based Artificial Intelligence Algorithms.
Authors: Ansari MU; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Barrios JP; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA., Tastet L; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Jhawar R; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Cristin L; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Rich A; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Bibby D; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Fang Q; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Arya F; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Crudo V; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX., Nguyen T; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX., Shah DJ; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX., Delling FN; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA., Tison GH; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA.; Co-Director, Center for Biosignal Research, University of California, San Francisco, San Francisco, CA.
Source: MedRxiv : the preprint server for health sciences [medRxiv] 2026 Mar 02. Date of Electronic Publication: 2026 Mar 02.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Automated Echocardiographic Detection of Mitral Valve Prolapse and Mitral Regurgitation with Video-based Artificial Intelligence Algorithms.
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  Data: <searchLink fieldCode="AU" term="%22Ansari+MU%22">Ansari MU</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Barrios+JP%22">Barrios JP</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Tastet+L%22">Tastet L</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Jhawar+R%22">Jhawar R</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Cristin+L%22">Cristin L</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Rich+A%22">Rich A</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Bibby+D%22">Bibby D</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Fang+Q%22">Fang Q</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Arya+F%22">Arya F</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Crudo+V%22">Crudo V</searchLink>; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX.<br /><searchLink fieldCode="AU" term="%22Nguyen+T%22">Nguyen T</searchLink>; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX.<br /><searchLink fieldCode="AU" term="%22Shah+DJ%22">Shah DJ</searchLink>; Houston Methodist DeBakey Heart & Vascular Center,© Houston, TX.<br /><searchLink fieldCode="AU" term="%22Delling+FN%22">Delling FN</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.<br /><searchLink fieldCode="AU" term="%22Tison+GH%22">Tison GH</searchLink>; Department of Medicine, Division of Cardiology, University of California, San Francisco, San Francisco, CA.; Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA.; Co-Director, Center for Biosignal Research, University of California, San Francisco, San Francisco, CA.
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  Data: <searchLink fieldCode="JN" term="%22101767986%22">MedRxiv : the preprint server for health sciences</searchLink> [medRxiv] 2026 Mar 02. <i>Date of Electronic Publication: </i>2026 Mar 02.
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        Value: 10.64898/2026.02.26.26347229
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      – Code: eng
        Text: English
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