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Machine learning to identify community-dwelling individuals at higher risk of incident cardio-renal-metabolic diseases and death

Autor: Nadarajah, Ramesh, Wahab, Ali, Reynolds, Catherine, Bhatty, Asad, Mohammad, Haris, Raveendra, Keerthenan, Bennett, Sheena, Younsi, Tanina, Romer, Elizabeth, Hurdus, Ben, Smith, Adam, Larvin, Harriet, Wu, Jianhua, Gale, Chris P

Publikováno v: In Future Healthcare Journal April 2024 11 Supplement

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Standardised and hierarchically classified heart failure and complementary disease monitoring outcome measures: european Unified Registries for heart Care evaluation and randomised trials (EuroHeart).

Autor: Bhatty A; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Wilkinson C; Hull York Medical School, University of York, York, UK.; Academic Cardiovascular Unit, South Tees NHS Foundation Trust, James Cook University Hospital, Middlesbrough, UK., Batra G; Department of Medical Sciences, Cardiology and Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden., Aktaa S; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Smith AB; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK., Wahab A; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Chappell S; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK., Alfredsson J; Linköping University Hospital, Linköping, Sweden., Erlinge D; Lund University, Sweden., Ferreira J; Hospital de Santa Cruz, Centro Hospitalar de Lisboa Ocidental, Portugal., Guðmundsdóttir IJ; Department of Cardiology, Landspitali University Hospital, Reykjavik, Iceland.; Department of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland., Hrafnkelsdóttir ÞJ; Department of Cardiology, Landspitali University Hospital, Reykjavik, Iceland.; Department of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland., Ingimarsdóttir IJ; Department of Cardiology, Landspitali University Hospital, Reykjavik, Iceland.; Department of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik, Iceland., Irs A; Tartu University Hospital, Estonia., Jánosi A; György Gottsegen National Cardiovascular Institute, Hungary., Járai Z; South Buda Center Hospital, Szent Imre Teaching Hospital, Hungary., Oliveira-Santos M; Cardiology Department, Unidade Local de Saúde de Coimbra, Portugal., Popescu BA; University of Medicine and Pharmacy Carol Davila, Emergency Institute for Cardiovascular Diseases, Bucharest, Romania., Vasko P; Linköping University Hospital, Linköping, Sweden., Vinereanu D; University of Medicine and Pharmacy Carol Davila, Emergency Institute for Cardiovascular Diseases, Bucharest, Romania., Yap J; National Heart Centre Singapore, Singapore., Bugiardini R; ANMCO Research Centre, Heart Care Foundation, 50121 Florence, Italy., Cenko E; ANMCO Research Centre, Heart Care Foundation, 50121 Florence, Italy., Nadarajah R; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK., Sydes MR; MRC Clinical Trials Unit at UCL, University College London, London, UK.; BHF Data Science Centre, Health Data Research UK, HDR UK, London, UK.; Data for R&D Programme, NHS England, London, UK., James S; Department of Medical Sciences, Cardiology and Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden., Maggioni AP; ANMCO Research Centre, Heart Care Foundation, 50121 Florence, Italy., Wallentin L; Department of Medical Sciences, Cardiology and Uppsala Clinical Research Centre, Uppsala University, Uppsala, Sweden., Casadei B; Division of Cardiovascular Medicine, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford., Gale CP; Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.; Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.; Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK.

Publikováno v: European heart journal. Quality of care & clinical outcomes [Eur Heart J Qual Care Clin Outcomes] 2024 Oct 09. Date of Electronic Publication: 2024 Oct 09.