Radiomic analysis of contrast-enhanced CT predicts microvascular invasion and outcome in hepatocellular carcinoma

• Published in: Journal of hepatology Vol. 70; no. 6; pp. 1133 - 1144
• Main Authors: Xu, Xun, Zhang, Hai-Long, Liu, Qiu-Ping, Sun, Shu-Wen, Zhang, Jing, Zhu, Fei-Peng, Yang, Guang, Yan, Xu, Zhang, Yu-Dong, Liu, Xi-Sheng
• Format: Journal Article
• Language: English
• Published: Netherlands Elsevier B.V 01.06.2019; Elsevier Science Ltd
• Subjects: Clinical outcome; Clinical outcomes; Computed tomography; Computer applications; HCC; Hepatocellular carcinoma; Liver cancer; Liver imaging score; Microvascular invasion; Microvasculature; Prediction models; Radiomics; Risk factors; Statistical analysis; Survival; Clinical outcome; HCC; Liver imaging score; Microvascular invasion; Radiomics; Hepatocellular carcinoma

[Display omitted] •We identified 8 MVI preoperative risk factors in HCC, including radiomic features.•Radiomic features do not provide significant added value to radiologist scores.•A model integrating clinic-radiologic and radiomic features demonstrates good performance for predicting MVI. Microvas...