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Association of echocardiographic findings with mortality: human assessment vs. automated deep learning analysis.

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Title: Association of echocardiographic findings with mortality: human assessment vs. automated deep learning analysis.
Authors: Merin R; Internal Medicine Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel., Gvili Perelman M; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel., Merin H; Ben Gurion University of the Negev, School of Medicine, Beer Sheva, Israel., Tzuberi M; Faculty of Medicine,Tel Aviv University, Tel Aviv, Israel., Banai S; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel., Stsiapanava E; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel., Topilsky Y; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel., Flint N; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.
Source: European heart journal. Digital health [Eur Heart J Digit Health] 2026 Feb 03; Vol. 7 (2), pp. ztaf148. Date of Electronic Publication: 2026 Feb 03 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101778323 Publication Model: eCollection Cited Medium: Internet ISSN: 2634-3916 (Electronic) Linking ISSN: 26343916 NLM ISO Abbreviation: Eur Heart J Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Association of echocardiographic findings with mortality: human assessment vs. automated deep learning analysis.
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  Data: <searchLink fieldCode="AU" term="%22Merin+R%22">Merin R</searchLink>; Internal Medicine Division, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Gvili+Perelman+M%22">Gvili Perelman M</searchLink>; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.<br /><searchLink fieldCode="AU" term="%22Merin+H%22">Merin H</searchLink>; Ben Gurion University of the Negev, School of Medicine, Beer Sheva, Israel.<br /><searchLink fieldCode="AU" term="%22Tzuberi+M%22">Tzuberi M</searchLink>; Faculty of Medicine,Tel Aviv University, Tel Aviv, Israel.<br /><searchLink fieldCode="AU" term="%22Banai+S%22">Banai S</searchLink>; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.<br /><searchLink fieldCode="AU" term="%22Stsiapanava+E%22">Stsiapanava E</searchLink>; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.<br /><searchLink fieldCode="AU" term="%22Topilsky+Y%22">Topilsky Y</searchLink>; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.<br /><searchLink fieldCode="AU" term="%22Flint+N%22">Flint N</searchLink>; Department of Cardiology, affiliated to the Tel Aviv University School of Medicine, 6 Weizmann st, Tel Aviv 64239, Israel.
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  Data: <searchLink fieldCode="JN" term="%22101778323%22">European heart journal. Digital health</searchLink> [Eur Heart J Digit Health] 2026 Feb 03; Vol. 7 (2), pp. ztaf148. <i>Date of Electronic Publication: </i>2026 Feb 03 (<i>Print Publication: </i>2026).
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        Value: 10.1093/ehjdh/ztaf148
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              Text: 2026 Feb 03
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