Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan

Xiaofeng Zhu,Bin Song,Feng Shi,Yanbo Chen,Rongyao Hu,Jiangzhang Gan,Wenhai Zhang,Man Li, Liye Wang,Yaozong Gao,Fei Shan,Dinggang Shen

Medical Image Analysis（2021）

引用 66|浏览213

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摘要

•The paper considers imbalance classification, feature selection, and sample weight in the same framework.•This is the first study simultaneously detecting the severe cases and predicting the conversion time for early diagnosis of COVID-19.

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关键词

Coronavirus disease,CT Scan data,Feature selection,Sample selection,Imbalance classification

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