Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention

Abstract Purpose Segmentation of liver vessels from CT images is indispensable prior to surgical planning and aroused a broad range of interest in the medical image analysis community. Due to the complex structure and low-contrast background, automatic liver vessel segmentation remains particularly...

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Bibliographic Details
Main Authors: Mian Wu, Yinling Qian, Xiangyun Liao, Qiong Wang, Pheng-Ann Heng
Format: Article
Language:English
Published: BMC 2023-07-01
Series:BMC Medical Imaging
Subjects:
Online Access:https://doi.org/10.1186/s12880-023-01045-y