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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Publicado en:European Radiology Vol. 31; no. 1; pp. 244 - 256
Autores principales: Liu, Xiaoyang, Khalvati, Farzad, Namdar, Khashayar, Fischer, Sandra, Lewis, Sara, Taouli, Bachir, Haider, Masoom A., Jhaveri, Kartik S.
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature 2021
Acceso en línea:Ver este registro en EBSCOhost