Severity detection of COVID-19 infection with machine learning of clinical records and CT images.

Fubao Zhu,Zelin Zhu, Yijun Zhang,Hanlei Zhu,Zhengyuan Gao, Xiaoman Liu, Guanbin Zhou,Yan Xu,Fei Shan

Technology and health care : official journal of the European Society for Engineering and Medicine(2022)

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摘要
This study can help clinicians identify patients at risk of severe COVID-19 deterioration early on and provide some treatment for these patients as soon as possible. It can also assist physicians in prognostic efficacy assessment and decision making.
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关键词
COVID-19,CT radiomics features,Severity detection,clinical features,imbalance classification
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