2D Medical Image Segmentation via Learning Multi-scale Contextual Dependencies

Salient Region Detection ◽

Salient Region ◽

Region Detection ◽

Region-to-boundary deep learning model with multi-scale feature fusion for medical image segmentation

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103165 ◽

2022 ◽

Vol 71 ◽

pp. 103165

Author(s):

Xiaowei Liu ◽

Lei Yang ◽

Jianguo Chen ◽

Siyang Yu ◽

Keqin Li

Keyword(s):

Image Segmentation ◽

Deep Learning ◽

Medical Image ◽

Feature Fusion ◽

Learning Model ◽

Scale Feature ◽

Multi Scale ◽

Deep Learning Model

A medical image segmentation method based on multi-scale feature extraction

10.1109/wcsp52459.2021.9613613 ◽

2021 ◽

Author(s):

Rong Zhao ◽

Weidan Yan ◽

Chao Zhou ◽

Dengyin Zhang

Keyword(s):

Feature Extraction ◽

Image Segmentation ◽

Medical Image ◽

Segmentation Method ◽

Scale Feature ◽

MPNet: Multi-scale Parallel Codec Net for Medical Image Segmentation

Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-93046-2_42 ◽

2021 ◽

pp. 492-503

Author(s):

Bin Huang ◽

Jian Xue ◽

Ke Lu ◽

Yanhao Tan ◽

Yang Zhao

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Multi-Scale Self-Guided Attention for Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2020.2986926 ◽

2021 ◽

Vol 25 (1) ◽

pp. 121-130 ◽

Cited By ~ 7

Author(s):

Ashish Sinha ◽

Jose Dolz

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Hybrid Segmentation Algorithm for Medical Image Segmentation Based on Generating Adversarial Networks, Mutual Information and Multi-Scale Information

IEEE Access ◽

10.1109/access.2020.3005384 ◽

2020 ◽

Vol 8 ◽

pp. 118957-118968

Author(s):

Yi Sun ◽

Peisen Yuan ◽

Yuming Sun ◽

Zhaoyu Zhai

Keyword(s):

Image Segmentation ◽

Mutual Information ◽

Medical Image ◽

Segmentation Algorithm ◽

Multi Scale ◽

Adversarial Networks ◽

Hybrid Segmentation

Research on Medical Image Segmentation Based on Multi-scale CLT

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery ◽

10.1109/fskd.2008.570 ◽

2008 ◽

Author(s):

Cai-qing Zhang ◽

Hui Liu

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Unified multi-scale feature abstraction for medical image segmentation

Medical Imaging 2020: Image Processing ◽

10.1117/12.2549382 ◽

2020 ◽

Author(s):

Xi Fang ◽

Bo Du ◽

Sheng Xu ◽

Bradford J. Wood ◽

Pingkun Yan

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Scale Feature ◽

Communications in Computer and Information Science - Signal Processing and Multimedia ◽

Medical Image Segmentation Using Modified Level-Set Model with Multi-Scale Gradient* Vector Flow

10.1007/978-3-642-17641-8_8 ◽

2010 ◽

pp. 49-57 ◽

Cited By ~ 1

Author(s):

Rajalida Lipikorn ◽

Krisorn Chunhapongpipat ◽

Sirod Sirisup ◽

Ratinan Boonklurb ◽

Nagul Cooharojananone

Keyword(s):

Image Segmentation ◽

Level Set ◽

Medical Image ◽

Gradient Vector Flow ◽

Gradient Vector ◽

Multi Scale ◽

Level Set Model

A multi-scale line filter with automatic scale selection based on the Hessian matrix for medical image segmentation

Scale-Space Theory in Computer Vision - Lecture Notes in Computer Science ◽

10.1007/3-540-63167-4_47 ◽

1997 ◽

pp. 152-163 ◽

Cited By ~ 39

Author(s):

C. Lorenz ◽

I. -C. Carlsen ◽

T. M. Buzug ◽

C. Fassnacht ◽

J. Weese

Keyword(s):

Image Segmentation ◽

Medical Image ◽

Hessian Matrix ◽

Scale Selection ◽

Multi Scale ◽

Scale Line ◽

Automatic Scale ◽

Automatic Scale Selection