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Machine learning to optimize use of natriuretic peptides in the diagnosis of acute heart failure.

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Title: Machine learning to optimize use of natriuretic peptides in the diagnosis of acute heart failure.
Authors: Doudesis D; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK.; Usher Institute, University of Edinburgh, Edinburgh EH16 4UX, UK., Lee KK; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK., Anwar M; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK., Singer AJ; Department of Emergency Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, USA., Hollander JE; Department of Emergency Medicine, Sidney Kimmel Medical College of Thomas Jefferson University, Philadelphia, USA., Chenevier-Gobeaux C; Department of Biochemistry, Cochin Hospital, Assistance Publique-Hopitaux de Paris, Paris, France., Claessens YE; Department of Emergency Medicine, Princess Grace Hospital Center, Monaco, Principalty of Monaco., Wussler D; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland.; Department of Internal Medicine, University Hospital Basel, University of Basel, Basel, Switzerland., Weil D; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland., Kozhuharov N; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland.; Liverpool Heart and Chest Hospital, Liverpool L14 3PE, UK., Strebel I; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland., Sabti Z; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland., deFilippi C; Division of Cardiology, University of Maryland School of Medicine, Baltimore, USA., Seliger S; Division of Nephrology, University of Maryland School of Medicine, Baltimore, USA., Mesquita ET; Cardiology Division, Fluminense Federal University, Niteroi, Rio de Janeiro State, Brazil., Wiemer JC; B·R·A·H·M·S, Thermo Fisher Scientific, Hennigsdorf, Germany., Möckel M; Department of Emergency and Acute Medicine with Chest Pain Units, Charité-Universitätsmedizin Berlin, Campus Mitte and Virchow, Berlin, Germany., Coste J; Biostatistics and Epidemiology Unit, Cochin Hospital, Paris, France., Jourdain P; Cardiology Department, AP-HP, Paris-Saclay University, Paris, France., Kimiaki K; Division of Cardiology, The Jikei University Kashiwa Hospital, Kashiwa, Japan., Yoshimura M; Division of Cardiology, The Jikei University Kashiwa Hospital, Kashiwa, Japan., Ibrahim I; Emergency Medicine Department, National University Hospital, Singapore, Singapore., Ooi SBS; Emergency Medicine Department, National University Hospital, Singapore, Singapore., Kuan WS; Emergency Medicine Department, National University Hospital, Singapore, Singapore., Gegenhuber A; Department of Internal Medicine, Krankenhaus Bad Ischl, Bad Ischl, Austria., Mueller T; Department of Laboratory Medicine, Hospital Voecklabruck, Voecklabruck, Austria., Hanon O; Department of Geriatrics, Broca Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France., Vidal JS; Department of Geriatrics, Broca Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France., Cameron P; Public Health and Preventive Medicine, Monash University, Melbourne, Australia., Lam L; Public Health and Preventive Medicine, Monash University, Melbourne, Australia.; Faculty of Health Sciences, Australian Catholic University, Melbourne, Australia., Freedman B; Heart Research Institute, University of Sydney, Sydney, Australia., Chung T; Department of Cardiology, Concord Repatriation General Hospital, Sydney, Australia., Collins SP; Department of Emergency Medicine, Vanderbilt University Medical Center, and Veterans Affairs Tennessee Valley Healthcare System, Geriatric Research, Education and Clinical Center (GRECC), Nashville, TN, USA., Lindsell CJ; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA., Newby DE; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK., Japp AG; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK., Shah ASV; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK.; Department of Non Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK., Villacorta H; Cardiology Division, Fluminense Federal University, Niteroi, Rio de Janeiro State, Brazil., Richards AM; Christchurch Heart Institute, University of Otago, Christchurch, New Zealand.; Cardiovascular Research Institute, National University Heart Centre Singapore, Singapore., McMurray JJV; BHF Cardiovascular Research Centre, University of Glasgow, Glasgow, UK., Mueller C; Department of Cardiology, Cardiovascular Research Institute of Basel, University Hospital Basel, Basel, Switzerland., Januzzi JL; Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Bain Institute for Clinical Research, Boston, MA, USA.; Heart Failure and Biomarker Trials, Baim Institute for Clinical Research, Boston, MA, USA., Mills NL; British Heart Foundation (BHF) Centre for Cardiovascular Science, University of Edinburgh, Edinburgh EH16 4SA, UK.; Usher Institute, University of Edinburgh, Edinburgh EH16 4UX, UK.
Corporate Authors: CoDE-HF investigators
Source: European heart journal. Acute cardiovascular care [Eur Heart J Acute Cardiovasc Care] 2025 Aug 07; Vol. 14 (8), pp. 474-488.
Publication Type: Journal Article; Systematic Review; Meta-Analysis
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101591369 Publication Model: Print Cited Medium: Internet ISSN: 2048-8734 (Electronic) Linking ISSN: 20488726 NLM ISO Abbreviation: Eur Heart J Acute Cardiovasc Care Subsets: MEDLINE
Database: MEDLINE Ultimate
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