A Multimodality Machine Learning Approach to Differentiate Severe and Nonsevere COVID-19: Model Development and Validation

• Main Authors: Chen, Yuanfang (Author), Ouyang, Liu (Author), Bao, Forrest S (Author), Li, Qian (Author), Han, Lei (Author), Zhang, Hengdong (Author), Zhu, Baoli (Author), Ge, Yaorong (Author), Robinson, Patrick (Author), Xu, Ming (Author), Liu, Jie (Author), Chen, Shi (Author)
• Format: Book
• Published: JMIR Publications, 2021-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundEffectively and efficiently diagnosing patients who have COVID-19 with the accurate clinical type of the disease is essential to achieve optimal outcomes for the patients as well as to reduce the risk of overloading the health care system. Currently, severe and nonsevere COVID-19 types are...