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目的 To evaluate the diagnostic performance of deep learning with a multichannelfusion three-dimensional convolutional neural network(MCF-3DCNN)in thedifferentiation of the pathologic grades of hepatocellular carcinoma(HCC)based ondynamic contrast-enhanced magnetic resonance images(DCE-MR images)。