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

• Główni autorzy: Wu, Chia-Tung (Autor), Li, Guo-Hung (Autor), Huang, Chun-Ta (Autor), Cheng, Yu-Chieh (Autor), Chen, Chi-Hsien (Autor), Chien, Jung-Yien (Autor), Kuo, Ping-Hung (Autor), Kuo, Lu-Cheng (Autor), Lai, Feipei (Autor)
• Format: Książka
• Wydane: JMIR Publications, 2021-05-01T00:00:00Z.
• Hasła przedmiotowe: article
• Dostęp online: Connect to this object online.

BackgroundThe 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 wit...