Measuring the performance of prediction models to personalize treatment choice.

Efthimiou, Orestis; Hoogland, Jeroen; Debray, Thomas P A; Seo, Michael; Furukawa, Toshiaki A; Egger, Matthias; White, Ian R

Efthimiou, Orestis; Hoogland, Jeroen; Debray, Thomas P A; Seo, Michael; Furukawa, Toshiaki A; Egger, Matthias; White, Ian R.

Afiliação

Efthimiou O; Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland.
Hoogland J; Institute of Primary Health Care (BIHAM), University of Bern, Bern, Switzerland.
Debray TPA; Department of Psychiatry, University of Oxford, Oxford, UK.
Seo M; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
Furukawa TA; Department of Epidemiology and Data Science, Amsterdam University Medical Centers, Amsterdam, The Netherlands.
Egger M; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
White IR; Smart Data Analysis and Statistics B.V., Utrecht, The Netherlands.

Stat Med ; 42(8): 1188-1206, 2023 04 15.

Article em En | MEDLINE | ID: mdl-36700492

Assuntos

Modelos Estatísticos; Medicina de Precisão; Ensaios Clínicos Controlados Aleatórios como Assunto; Humanos; Resultado do Tratamento; Regras de Decisão Clínica

Palavras-chave

heterogeneous treatment effects; personalized medicine; prediction modelling

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Texto completo: 1 Eixos temáticos: Pesquisa_clinica Base de dados: MEDLINE Assunto principal: Ensaios Clínicos Controlados Aleatórios como Assunto / Modelos Estatísticos / Medicina de Precisão Tipo de estudo: Clinical_trials / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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