Grading of hepatocellular carcinoma using 3D SE-DenseNet in dynamic enhanced MR images.

Affiliation

Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Affiliated Lishui Hospital of Zhejiang University, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui Central Hospital, Lishui, 323000, China. Electronic address: [Email]

Abstract

Clinical histological grading of hepatocellular carcinoma (HCC) differentiation is of great significance in clinical diagnoses, treatments, and prognoses. However, it is challenging for radiologists to evaluate HCC gradings from medical images.

Keywords

3D DenseNet,Grading,Hepatocellular carcinoma,MRI,SENet,

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