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

• Päätekijät: Wu, Chia-Tung (Tekijä), Li, Guo-Hung (Tekijä), Huang, Chun-Ta (Tekijä), Cheng, Yu-Chieh (Tekijä), Chen, Chi-Hsien (Tekijä), Chien, Jung-Yien (Tekijä), Kuo, Ping-Hung (Tekijä), Kuo, Lu-Cheng (Tekijä), Lai, Feipei (Tekijä)
• Aineistotyyppi: Kirja
• Julkaistu: JMIR Publications, 2021-05-01T00:00:00Z.
• Aiheet: article
• Linkit: 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...