Noninvasive Evaluation of the Pathologic Grade of Hepatocellular Carcinoma Using MCF-3DCNN: A Pilot Study

Purpose. To evaluate the diagnostic performance of deep learning with a multichannel fusion three-dimensional convolutional neural network (MCF-3DCNN) in the differentiation of the pathologic grades of hepatocellular carcinoma (HCC) based on dynamic contrast-enhanced magnetic resonance images (DCE-M...

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Bibliographic Details
Main Authors: Da-wei Yang, Xi-bin Jia, Yu-jie Xiao, Xiao-pei Wang, Zhen-chang Wang, Zheng-han Yang
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2019/9783106