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Machine learning for subtype definition and risk prediction in heart failure, acute coronary syndromes and atrial fibrillation: systematic review of validity and clinical utility.
Banerjee, Amitava; Chen, Suliang; Fatemifar, Ghazaleh; Zeina, Mohamad; Lumbers, R Thomas; Mielke, Johanna; Gill, Simrat; Kotecha, Dipak; Freitag, Daniel F; Denaxas, Spiros; Hemingway, Harry.
Afiliação
  • Banerjee A; Institute of Health Informatics, University College London, 222 Euston Road, London, NW1 2DA, UK. ami.banerjee@ucl.ac.uk.
  • Chen S; Health Data Research UK, University College London, London, UK. ami.banerjee@ucl.ac.uk.
  • Fatemifar G; University College London Hospitals NHS Trust, 235 Euston Road, London, UK. ami.banerjee@ucl.ac.uk.
  • Zeina M; Barts Health NHS Trust, The Royal London Hospital, Whitechapel Rd, London, UK. ami.banerjee@ucl.ac.uk.
  • Lumbers RT; Institute of Health Informatics, University College London, 222 Euston Road, London, NW1 2DA, UK.
  • Mielke J; Health Data Research UK, University College London, London, UK.
  • Gill S; Institute of Health Informatics, University College London, 222 Euston Road, London, NW1 2DA, UK.
  • Kotecha D; Health Data Research UK, University College London, London, UK.
  • Freitag DF; Medical School, King's College London, London, UK.
  • Denaxas S; Institute of Health Informatics, University College London, 222 Euston Road, London, NW1 2DA, UK.
  • Hemingway H; Health Data Research UK, University College London, London, UK.
BMC Med ; 19(1): 85, 2021 04 06.
Article em En | MEDLINE | ID: mdl-33820530
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fibrilação Atrial / Síndrome Coronariana Aguda / Insuficiência Cardíaca Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Systematic_reviews Limite: Humans Idioma: En Revista: BMC Med Ano de publicação: 2021 Tipo de documento: Article
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fibrilação Atrial / Síndrome Coronariana Aguda / Insuficiência Cardíaca Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Systematic_reviews Limite: Humans Idioma: En Revista: BMC Med Ano de publicação: 2021 Tipo de documento: Article