TY - JOUR
KW - Humans
KW - Prognosis
KW - Electronic Health Records
KW - *atrial fibrillation
KW - *Heart Failure/diagnosis/epidemiology
KW - machine learning
AU - A. Banerjee
AU - A. Dashtban
AU - S. Chen
AU - L. Pasea
AU - J. Thygesen
AU - G. Fatemifar
AU - B. Tyl
AU - T. Dyszynski
AU - F. Asselbergs
AU - L. Lund
AU - T. Lumbers
AU - S. Denaxas
AU - H. Hemingway
AD - Institute of Health Informatics, University College London, London, UK; Health Data Research UK, London, UK; Barts Health NHS Trust, London, UK; Department of Cardiology, University College London Hospitals NHS Trust, London, UK; NIHR Biomedical Research Centre, University College London Hospitals NHS Trust, London, UK. Electronic address: ami.banerjee@ucl.ac.uk.
Institute of Health Informatics, University College London, London, UK.
Medical Affairs, Pharmaceuticals, Bayer HealthCare, Paris, France.
Medical Affairs & Pharmacovigilance, Bayer AG, Berlin, Germany.
Institute of Health Informatics, University College London, London, UK; Health Data Research UK, London, UK; NIHR Biomedical Research Centre, University College London Hospitals NHS Trust, London, UK; Amsterdam University Medical Centers, Department of Cardiology, University of Amsterdam, Amsterdam, Netherlands.
Division of Cardiology, Department of Medicine, Karolinska Institutet, Stockholm, Sweden; Heart and Vascular Theme, Karolinska University Hospital, Stockholm, Sweden.
Institute of Health Informatics, University College London, London, UK; Health Data Research UK, London, UK; Barts Health NHS Trust, London, UK; Department of Cardiology, University College London Hospitals NHS Trust, London, UK; NIHR Biomedical Research Centre, University College London Hospitals NHS Trust, London, UK.
Institute of Health Informatics, University College London, London, UK; Health Data Research UK, London, UK.
Institute of Health Informatics, University College London, London, UK; Health Data Research UK, London, UK; NIHR Biomedical Research Centre, University College London Hospitals NHS Trust, London, UK.
AN - 37236697
BT - Lancet Digit Health
DO - 10.1016/s2589-7500(23)00065-1
DP - NLM
ET - 2023/05/27
LA - eng
M1 - 6
N1 - 2589-7500
Banerjee, Amitava
Dashtban, Ashkan
Chen, Suliang
Pasea, Laura
Thygesen, Johan H
Fatemifar, Ghazaleh
Tyl, Benoit
Dyszynski, Tomasz
Asselbergs, Folkert W
Lund, Lars H
Lumbers, Tom
Denaxas, Spiros
Hemingway, Harry
DH_/Department of Health/United Kingdom
MRC_/Medical Research Council/United Kingdom
CSO_/Chief Scientist Office/United Kingdom
BHF_/British Heart Foundation/United Kingdom
WT_/Wellcome Trust/United Kingdom
Journal Article
Research Support, Non-U.S. Gov't
England
Lancet Digit Health. 2023 Jun;5(6):e370-e379. doi: 10.1016/S2589-7500(23)00065-1.
PY - 2023
SN - 2589-7500
SP - e370
EP - e379
T2 - Lancet Digit Health
TI - Identifying subtypes of heart failure from three electronic health record sources with machine learning: an external, prognostic, and genetic validation study
VL - 5
ER -