RUnT: A Network Combining Residual U-Net and Transformer for Vertebral Edge Feature Fusion Constrained Spine CT Image Segmentation

RUnT: A Network Combining Residual U-Net and Transformer for Vertebral Edge Feature Fusion Constrained Spine CT Image Segmentation

Scoliosis, spinal deformity and vertebral spondylolisthesis are spinal disorders with high incidence, which seriously affect people’s lives and health. CT is an important medical tool for the detection and diagnosis of spinal disorders and provides a large amount of pathologically valid i...

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Bibliographic Details
Main Authors: Hao Xu, Xinxin Cui, Chaofan Li, Zhenyu Tian, Jing Liu, Jianlan Yang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Spinal vertebral segmentation
vision transformer
residual U-net
vertebral edge segmentation
Online Access:https://ieeexplore.ieee.org/document/10140139/

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