Predicting mortality and hospitalization in heart failure using machine learning: A systematic literature review.

Mpanya, Dineo; Celik, Turgay; Klug, Eric; Ntsinjana, Hopewell

Mpanya, Dineo; Celik, Turgay; Klug, Eric; Ntsinjana, Hopewell.

Afiliação

Mpanya D; Division of Cardiology, Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Celik T; Wits Institute of Data Science, University of the Witwatersrand, Johannesburg, South Africa.
Klug E; School of Electrical and Information Engineering, Faculty of Engineering and Built Environment, University of the Witwatersrand, Johannesburg, South Africa.
Ntsinjana H; Wits Institute of Data Science, University of the Witwatersrand, Johannesburg, South Africa.

Int J Cardiol Heart Vasc ; 34: 100773, 2021 Jun.

Article em En | MEDLINE | ID: mdl-33912652

Palavras-chave

Heart failure; Hospitalization; Machine learning; Mortality; Predictive modelling; Risk score; Sub-Saharan Africa

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2021 Tipo de documento: Article País de afiliação: África do Sul

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2021 Tipo de documento: Article País de afiliação: África do Sul