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

• Main Authors: Wu, Chia-Tung (Author), Li, Guo-Hung (Author), Huang, Chun-Ta (Author), Cheng, Yu-Chieh (Author), Chen, Chi-Hsien (Author), Chien, Jung-Yien (Author), Kuo, Ping-Hung (Author), Kuo, Lu-Cheng (Author), Lai, Feipei (Author)
• Format: Book
• Published: JMIR Publications, 2021-05-01T00:00:00Z.
• Subjects: article
• Online Access: 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...