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External validation of artificial intelligence for detection of heart failure with preserved ejection fraction.

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Title: External validation of artificial intelligence for detection of heart failure with preserved ejection fraction.
Authors: Akerman AP; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Al-Roub N; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA., Angell-James C; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA., Cassidy MA; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA., Thompson R; Howard University College of Medicine, Washington, DC, USA., Bosque L; Drexel University College of Medicine, Philadelphia, PA, USA., Rainer K; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA., Hawkes W; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Piotrowska H; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Leeson P; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Woodward G; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Pellikka PA; Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA., Upton R; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK., Strom JB; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA. jstrom@bidmc.harvard.edu.
Source: Nature communications [Nat Commun] 2025 Mar 25; Vol. 16 (1), pp. 2915. Date of Electronic Publication: 2025 Mar 25.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Akerman+AP%22">Akerman AP</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Al-Roub+N%22">Al-Roub N</searchLink>; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Angell-James+C%22">Angell-James C</searchLink>; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Cassidy+MA%22">Cassidy MA</searchLink>; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Thompson+R%22">Thompson R</searchLink>; Howard University College of Medicine, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Bosque+L%22">Bosque L</searchLink>; Drexel University College of Medicine, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Rainer+K%22">Rainer K</searchLink>; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hawkes+W%22">Hawkes W</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Piotrowska+H%22">Piotrowska H</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Leeson+P%22">Leeson P</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Woodward+G%22">Woodward G</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Pellikka+PA%22">Pellikka PA</searchLink>; Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.<br /><searchLink fieldCode="AU" term="%22Upton+R%22">Upton R</searchLink>; Ultromics Ltd, 4630 Kingsgate, Cascade Way, Oxford Business Park South, Oxford, OX4 2SU, UK.<br /><searchLink fieldCode="AU" term="%22Strom+JB%22">Strom JB</searchLink>; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Division of Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, USA. jstrom@bidmc.harvard.edu.
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