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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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Detalhes bibliográficos
Publicado no:J Med Internet Res
Main Authors: Luo, Gang, Nau, Claudia L, Crawford, William W, Schatz, Michael, Zeiger, Robert S, Koebnick, Corinna
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8085752/
https://ncbi.nlm.nih.gov/pubmed/33856359
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/24153
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