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

• मुख्य लेखकों: Wu, Chia-Tung (लेखक), Li, Guo-Hung (लेखक), Huang, Chun-Ta (लेखक), Cheng, Yu-Chieh (लेखक), Chen, Chi-Hsien (लेखक), Chien, Jung-Yien (लेखक), Kuo, Ping-Hung (लेखक), Kuo, Lu-Cheng (लेखक), Lai, Feipei (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2021-05-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...