Liver tumor segmentation in CT volumes using an adversarial densely connected network

Liver tumor segmentation in CT volumes using an adversarial densely connected network

Abstract Background Malignant liver tumor is one of the main causes of human death. In order to help physician better diagnose and make personalized treatment schemes, in clinical practice, it is often necessary to segment and visualize the liver tumor from abdominal computed tomography images. Due...

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Bibliographic Details
Main Authors: Lei Chen, Hong Song, Chi Wang, Yutao Cui, Jian Yang, Xiaohua Hu, Le Zhang
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Fully convolutional neural network
CT
Liver segmentation
Liver tumor segmentation
Online Access:https://doi.org/10.1186/s12859-019-3069-x

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