Testing the Generalizability of an Automated Method for Explaining Machine Learning Predictions on Asthma Patients' Asthma Hospital Visits to an Academic Healthcare System.

Tong, Yao; Messinger, Amanda I; Luo, Gang

Tong, Yao; Messinger, Amanda I; Luo, Gang.

Afiliación

Tong Y; Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA 98195, USA.
Messinger AI; Department of Pediatrics, Children's Hospital Colorado, The Breathing Institute, University of Colorado School of Medicine, Aurora, CO 80045, USA.
Luo G; Department of Biomedical Informatics and Medical Education, University of Washington, Seattle, WA 98195, USA.

IEEE Access ; 8: 195971-195979, 2020.

Article en En | MEDLINE | ID: mdl-33240737

Palabras clave

Asthma; automated explanation; extreme gradient boosting; machine learning; patient care management; predictive model

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: IEEE Access Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos

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