Accurate Tumor Segmentation via Octave Convolution Neural Network

Accurate Tumor Segmentation via Octave Convolution Neural Network

Three-dimensional (3D) liver tumor segmentation from Computed Tomography (CT) images is a prerequisite for computer-aided diagnosis, treatment planning, and monitoring of liver cancer. Despite many years of research, 3D liver tumor segmentation remains a challenging task. In this paper, we propose a...

Full description

Bibliographic Details
Main Authors: Bo Wang, Jingyi Yang, Jingyang Ai, Nana Luo, Lihua An, Haixia Feng, Bo Yang, Zheng You
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Medicine
Subjects:
liver
liver tumor
deep learning
octave convolution
segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.653913/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2021.653913/full

Similar Items