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The value of radiomics-based model on contrast-enhanced MRI for predicting microvascular invasion in HCC before Partial Hepatectomy

Tao Lin¹, Ailian Liu¹, Lihua Chen¹, Qingwei Song¹, Renwang Pu¹, Ying Zhao¹, Xue Ren¹, and yan guo²
¹Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian, China, ²GE Healthcare, Beijing, China

Based on enhanced MRI images, we established an radiomics model to predict microvascular invasion of hepatocellular carcinoma, contributing to precise decisions regarding treatment.

Figure1. Receiver operating characteristic curves (ROC) of the training (A) and validation (B) cohort. AUC, area under the receiver operating characteristic curve.

Table 1. Radiomics features extracted based on enhanced MRI