Use of CT radiomics to differentiate minimally invasive adenocarcinomas and invasive adenocarcinomas presenting as pure ground-glass nodules larger than 10 mm

Ziqi Xiong,Yining Jiang, Siyu Che,Wenjing Zhao,Yan Guo,Guosheng Li,Ailian Liu,Zhiyong Li

European Journal of Radiology（2021）

引用 16|浏览2

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摘要

•Primary focus on pure ground-glass nodules larger than 10 mm.•Application of CT radiomics to preliminarily determine the invasiveness of nodules.•Comparison of the radiomics model with a standard CT model and a combined radiomics-standard CT model.

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GGN,pGGN,IASLC,ATS,ERS,AIS,MIA,IA,DFS,CT,ROI,mCTv,mCTv-Lcs,ICC,LASSO,LR,SVM,NBC,KNN,DT,RF,ROC,AUC,CI,SEN,SPE,BA,GLCM,NGTDM

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Use of CT radiomics to differentiate minimally invasive adenocarcinomas and invasive adenocarcinomas presenting as pure ground-glass nodules larger than 10 mm

Use of CT radiomics to differentiate minimally invasive adenocarcinomas and invasive adenocarcinomas presenting as pure ground-glass nodules larger than 10 mm