Machine Learning-Based Prediction of COVID-19 Severity and Progression to Critical Illness Using CT Imaging and Clinical Data.
Subhanik PurkayasthaYanhe XiaoZhicheng JiaoRujapa ThepumnoeysukKasey HalseyJing WuThi My Linh TranBen HsiehJi Whae ChoiDong-Cui WangMartin VallièresRobin WangScott CollinsXue FengMichael D FeldmanPaul J ZhangMichael K AtalayRonnie A SebroLi YangYong FanWei-Hua LiaoHarrison X BaiPublished in: Korean journal of radiology (2021)
CT radiomics features combined with clinical variables were predictive of COVID-19 severity and progression to critical illness with fairly high accuracy.