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A graph-based spine segmentation method: Combining target detection with unsupervised segmentation

delete2025-06-14
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PRE
AI
C
Cong Zhang
K
Kunjin He
许伟 cover
许伟 (Wei Xu)
X
Xiaoqing Gu
Z
Zhengming Chen
DOI:10.1016/j.bspc.2025.108137delete
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Abstract

Abstract

En 中文
• We propose an end-to-end spine image segmentation architecture. • Re-understanding image segmentation from the perspective of graph structure. • The segmentation process is unsupervised. • The number of parameters in the coarse segmentation stage is a few tenths of the same architecture.

Journal

Biomedical Signal Processing and Control cover
Biomedical Signal Processing and Control
IF:
4.9
Papers:
1.0W
Citations:
2.4W

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Cited Papers

Cited Papers

PocketNet: A Smaller Neural Network for Medical Image Analysis
err2023-04-01
err0
errOAAI
errAdrian Celaya; Jonas A. Actor; Rajarajesawari Muthusivarajan; Evan Gates; Caroline Chung; Dawid Schellingerhout; Beatrice Riviere; David Fuentes
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Complementary consistency semi-supervised learning for 3D left atrial image segmentation
err2023-10-01
err13
errOAAI
errHuang, Hejun; Chen, Zuguo; Chen, Chaoyang; Lu, Ming; Zou, Ying
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Hierarchical Clustering Schemes
err2025-01-01
err0
PREAI
errStephen C. Johnson
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SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework With Semantic Image Representation
err2021-01-01
err91
PREAI
errPang, Shumao; Pang, Chunlan; Zhao, Lei; Chen, Yangfan; Su, Zhihai; Zhou, Yujia; Huang, Meiyan; Yang, Wei; Lu, Hai; Feng, Qianjin
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Lightweight Dual-Domain Network for Real-Time Medical Image Segmentation
err
IF0
err2022-10-16
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PREAI
errLibo Liu; Xinxin Fan; Xiaodong Zhang; Qingmao Hu
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DGMSNet: Spine segmentation for MR image by a detection-guided mixed-supervised segmentation network
err2022-01-01
err30
PREAI
errPang, Shumao; Pang, Chunlan; Su, Zhihai; Lin, Liyan; Zhao, Lei; Chen, Yangfan; Zhou, Yujia; Lu, Hai; Feng, Qianjin
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Densely Connected Convolutional Networks
err2017-07-01
err0
errOAAI
errGao Huang; Zhuang Liu; Laurens Van Der Maaten; Kilian Q. Weinberger
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