Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study

• Main Authors: Xiang, Yang (Author), Ji, Hangyu (Author), Zhou, Yujia (Author), Li, Fang (Author), Du, Jingcheng (Author), Rasmy, Laila (Author), Wu, Stephen (Author), Zheng, W Jim (Author), Xu, Hua (Author), Zhi, Degui (Author), Zhang, Yaoyun (Author), Tao, Cui (Author)
• Format: Book
• Published: JMIR Publications, 2020-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAsthma exacerbation is an acute or subacute episode of progressive worsening of asthma symptoms and can have a significant impact on patients' quality of life. However, efficient methods that can help identify personalized risk factors and make early predictions are lacking. Objective...