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Derivation of an electronic frailty index for predicting short-term mortality in heart failure: a machine learning approach.
Ju, Chengsheng; Zhou, Jiandong; Lee, Sharen; Tan, Martin Sebastian; Liu, Tong; Bazoukis, George; Jeevaratnam, Kamalan; Chan, Esther W Y; Wong, Ian Chi Kei; Wei, Li; Zhang, Qingpeng; Tse, Gary.
Afiliação
  • Ju C; Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.
  • Zhou J; School of Data Science, City University of Hong Kong, Hong Kong SAR, China.
  • Lee S; Cardiovascular Analytics Group, Laboratory of Cardiovascular Physiology, LKS Institute of Health Sciences, Chinese University of Hong Kong, Hong Kong SAR, China.
  • Tan MS; Faculty of Arts and Science, University of Toronto, Toronto, Ontario, Canada.
  • Liu T; Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin, China.
  • Bazoukis G; Second Department of Cardiology, Evangelismos General Hospital, Athens, Greece.
  • Jeevaratnam K; Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK.
  • Chan EWY; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong SAR, China.
  • Wong ICK; Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.
  • Wei L; Centre for Safe Medication Practice and Research, Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong SAR, China.
  • Zhang Q; Research Department of Practice and Policy, School of Pharmacy, University College London, London, UK.
  • Tse G; School of Data Science, City University of Hong Kong, Hong Kong SAR, China.
ESC Heart Fail ; 8(4): 2837-2845, 2021 08.
Article em En | MEDLINE | ID: mdl-34080784
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fragilidade / Insuficiência Cardíaca Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Humans Idioma: En Revista: ESC Heart Fail Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fragilidade / Insuficiência Cardíaca Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Humans Idioma: En Revista: ESC Heart Fail Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Reino Unido