Generalizability of an Automatic Explanation Method for Machine Learning Prediction Results on Asthma-Related Hospital Visits in Patients With Asthma: Quantitative Analysis.

Luo, Gang; Nau, Claudia L; Crawford, William W; Schatz, Michael; Zeiger, Robert S; Koebnick, Corinna

Luo, Gang; Nau, Claudia L; Crawford, William W; Schatz, Michael; Zeiger, Robert S; Koebnick, Corinna.

Afiliação

Luo G; Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA, United States.
Nau CL; Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States.
Crawford WW; Department of Allergy and Immunology, Kaiser Permanente South Bay Medical Center, Harbor City, CA, United States.
Schatz M; Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States.
Zeiger RS; Department of Allergy, Kaiser Permanente Southern California, San Diego, CA, United States.
Koebnick C; Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States.

J Med Internet Res ; 23(4): e24153, 2021 04 15.

Article em En | MEDLINE | ID: mdl-33856359

Assuntos

Asma; Asma/terapia; Serviço Hospitalar de Emergência; Hospitalização; Hospitais; Humanos; Aprendizado de Máquina

Palavras-chave

asthma; forecasting; machine learning; patient care management

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Asma Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Med Internet Res Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos

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