An Explainable AI Approach for the Rapid Diagnosis of COVID-19 Using Ensemble Learning Algorithms.

Gong, Houwu; Wang, Miye; Zhang, Hanxue; Elahe, Md Fazla; Jin, Min

Gong, Houwu; Wang, Miye; Zhang, Hanxue; Elahe, Md Fazla; Jin, Min.

Afiliação

Gong H; Department of Software Engineering, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China.
Wang M; Academy of Military Sciences, Beijing, China.
Zhang H; Engineering Research Center of Medical Information Technology, Ministry of Education, West China Hospital, Chengdu, China.
Elahe MF; Information Center, West China Hospital, Chengdu, China.
Jin M; Department of Software Engineering, College of Computer Science and Electronic Engineering, Hunan University, Changsha, China.

Front Public Health ; 10: 874455, 2022.

Article em En | MEDLINE | ID: mdl-35801239

Assuntos

COVID-19; Algoritmos; Inteligência Artificial; COVID-19/diagnóstico; Humanos; Aprendizado de Máquina; Estudos Retrospectivos

Palavras-chave

COVID-19; artificial intelligence; disease prediction; ensemble learning; explainable

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: COVID-19 Tipo de estudo: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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