A quantitative and radiomics approach to monitoring ards in COVID-19 patients based on chest CT: A retrospective cohort study
Detection Principle
Imaging-CT scan
Testing Method Category
In_silico
Testing Method - Additional Info
monitor ARDS from CT images using radiomics or traditional quantitative analysis in COVID-19
Reported Performance
Specificity: 97% (traditional quantitative model), 86% (radiomics model), 98% (combined model) ; sensitivity: 55% (traditional quantitative model), 82% (radiomics model), 58% (combined model)
Sample Size
86 patients (352 CT images)
Peer-reviewed
yes
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