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

BACKGROUND: Asthma exerts a substantial burden on patients and health care systems. To facilitate preventive care for asthma management and improve patient outcomes, we recently developed two machine learning models, one on Intermountain Healthcare data and the other on Kaiser Permanente Southern Ca...

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Detalles Bibliográficos
Autores principales: Luo, Gang, Nau, Claudia L, Crawford, William W, Schatz, Michael, Zeiger, Robert S, Koebnick, Corinna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8085752/
https://www.ncbi.nlm.nih.gov/pubmed/33856359
http://dx.doi.org/10.2196/24153

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8085752/
https://www.ncbi.nlm.nih.gov/pubmed/33856359
http://dx.doi.org/10.2196/24153

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