Screening for in vitro systematic reviews: a comparison of screening methods and training of a machine learning classifier.

Wilson, Emma; Cruz, Florenz; Maclean, Duncan; Ghanawi, Joly; McCann, Sarah K; Brennan, Paul M; Liao, Jing; Sena, Emily S; Macleod, Malcolm

Wilson, Emma; Cruz, Florenz; Maclean, Duncan; Ghanawi, Joly; McCann, Sarah K; Brennan, Paul M; Liao, Jing; Sena, Emily S; Macleod, Malcolm.

Afiliação

Wilson E; Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, U.K.
Cruz F; Berlin Institute of Health at Charité-Universitätsmedizin Berlin, QUEST Center, Berlin, Germany.
Maclean D; University of Edinburgh Medical School, University of Edinburgh, Edinburgh, U.K.
Ghanawi J; Independent Researcher, U.K.
McCann SK; Berlin Institute of Health at Charité-Universitätsmedizin Berlin, QUEST Center, Berlin, Germany.
Brennan PM; Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, U.K.
Liao J; Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, U.K.
Sena ES; Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, U.K.
Macleod M; Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, U.K.

Clin Sci (Lond) ; 137(2): 181-193, 2023 01 31.

Article em En | MEDLINE | ID: mdl-36630537

Assuntos

Algoritmos; Mineração de Dados; Humanos; Mineração de Dados/métodos; Projetos de Pesquisa; Aprendizado de Máquina; Glucose

Palavras-chave

Meta-research; automation; in vitro models; machine learning; systematic review

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Algoritmos / Mineração de Dados Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies / Systematic_reviews Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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