Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study

BACKGROUND: The World Health Organization has projected that by 2030, chronic obstructive pulmonary disease (COPD) will be the third-leading cause of mortality and the seventh-leading cause of morbidity worldwide. Acute exacerbations of chronic obstructive pulmonary disease (AECOPD) are associated w...

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Bibliographic Details
Published in:JMIR Mhealth Uhealth
Main Authors: Wu, Chia-Tung, Li, Guo-Hung, Huang, Chun-Ta, Cheng, Yu-Chieh, Chen, Chi-Hsien, Chien, Jung-Yien, Kuo, Ping-Hung, Kuo, Lu-Cheng, Lai, Feipei
Format: Artigo
Language:Inglês
Published: JMIR Publications 2021
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Original Paper
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8138712/
https://ncbi.nlm.nih.gov/pubmed/33955840
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/22591
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