3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation
IEEE Journal of Biomedical and Health Informatics(2022)
摘要
Segmentation of hepatic vessels from 3D CT images is necessary for accurate diagnosis and preoperative planning for liver cancer. However, due to the low contrast and high noises of CT images, automatic hepatic vessel segmentation is a challenging task. Hepatic vessels are connected branches containing thick and thin blood vessels, showing an important structural characteristic or a prior: the con...
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关键词
Three-dimensional displays,Image segmentation,Convolutional neural networks,Biomedical imaging,Computed tomography,Blood vessels,Training
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