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Novel Machine Learning Can Predict Acute Asthma Exacerbation

BACKGROUND: Asthma exacerbations result in significant health and economic burden, but are difficult to predict. RESEARCH QUESTION: Can machine learning (ML) models with large-scale outpatient data predict asthma exacerbations? STUDY DESIGN AND METHODS: We analyzed data extracted from electronic hea...

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Detalhes bibliográficos
Publicado no:Chest
Main Authors: Zein, Joe G., Wu, Chao-Ping, Attaway, Amy H., Zhang, Peng, Nazha, Aziz
Formato: Artigo
Idioma:Inglês
Publicado em: American College of Chest Physicians 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8129731/
https://ncbi.nlm.nih.gov/pubmed/33440184
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.chest.2020.12.051
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