Can machine learning radiomics provide pre-operative differentiation of combined hepatocellular cholangiocarcinoma from hepatocellular carcinoma and cholangiocarcinoma to inform optimal treatment planning?

Objective: To differentiate combined hepatocellular cholangiocarcinoma (cHCC-CC) from cholangiocarcinoma (CC) and hepatocellular carcinoma (HCC) using machine learning on MRI and CT radiomics features.Methods: This retrospective study included 85 patients aged 32 to 86 years with 86 histopathology-p...

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Bibliographic Details

Published in:	European Radiology Vol. 31; no. 1; pp. 244 - 256
Main Authors:	Liu, Xiaoyang, Khalvati, Farzad, Namdar, Khashayar, Fischer, Sandra, Lewis, Sara, Taouli, Bachir, Haider, Masoom A., Jhaveri, Kartik S.
Format:	diagnostic images research tables/charts Journal Article
Published:	Springer Nature 2021
Online Access:	View this record in EBSCOhost