Non-invasive preoperative imaging differential diagnosis of pineal region tumor: A novel developed and validated multiparametric MRI-based clinicoradiomic model

Yanghua Fan,Xulei Huo,Xiaojie Li,Liang Wang,Zhen Wu

Radiotherapy and Oncology（2022）

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摘要

•Radiomic features have high performance in differential diagnosis of pineal region tumors.•Multi-step selection and clinicopathologic information improved prediction power.•Demonstrated superior capability in aiding decision making for Neurooncologist.

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β-HCG,AFP,CEA,T2WI,CE-T1WI,ROI,GLCM,GLRLM,LASSO,RFE,ROC,AIC,AUC,DCA,ACC,PPV,NPV

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