Machine Learning Methods for the Diagnosis of Chronic Obstructive Pulmonary Disease in Healthy Subjects: Retrospective Observational Cohort Study

BACKGROUND: Airflow limitation is a critical physiological feature in chronic obstructive pulmonary disease (COPD), for which long-term exposure to noxious substances, including tobacco smoke, is an established risk. However, not all long-term smokers develop COPD, meaning that other risk factors ex...

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Detalhes bibliográficos
Publicado no:JMIR Med Inform
Main Authors: Muro, Shigeo, Ishida, Masato, Horie, Yoshiharu, Takeuchi, Wataru, Nakagawa, Shunki, Ban, Hideyuki, Nakagawa, Tohru, Kitamura, Tetsuhisa
Formato: Artigo
Idioma:Inglês
Publicado em: JMIR Publications 2021
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Original Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8293159/
https://ncbi.nlm.nih.gov/pubmed/34255684
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/24796
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