Multi-scale Self-supervised Learning for Multi-site Pediatric Brain MR Image Segmentation with Motion/Gibbs Artifacts

Mapping Intimacies ◽

10.1007/978-3-030-87589-3_18 ◽

2021 ◽

pp. 171-179

Author(s):

Yue Sun ◽

Kun Gao ◽

Weili Lin ◽

Gang Li ◽

Sijie Niu ◽

...

Keyword(s):

Image Segmentation ◽

Supervised Learning ◽

Mr Image ◽

Multi Scale ◽

Mr Image Segmentation ◽

Pediatric Brain

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Multi-scale structured CNN with label consistency for brain MR image segmentation

Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization ◽

10.1080/21681163.2016.1182072 ◽

2016 ◽

Vol 6 (1) ◽

pp. 113-117 ◽

Author(s):

Siqi Bao ◽

Albert C. S. Chung

Keyword(s):

Image Segmentation ◽

Mr Image ◽

Multi Scale ◽

Mr Image Segmentation

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Semi-supervised Learning for Network-Based Cardiac MR Image Segmentation

Lecture Notes in Computer Science - Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017 ◽

10.1007/978-3-319-66185-8_29 ◽

2017 ◽

pp. 253-260 ◽

Author(s):

Wenjia Bai ◽

Ozan Oktay ◽

Matthew Sinclair ◽

Hideaki Suzuki ◽

Martin Rajchl ◽

...

Keyword(s):

Image Segmentation ◽

Supervised Learning ◽

Mr Image ◽

Mr Image Segmentation

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Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction

Lecture Notes in Computer Science - Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 ◽

10.1007/978-3-030-32245-8_60 ◽

2019 ◽

pp. 541-549 ◽

Author(s):

Wenjia Bai ◽

Chen Chen ◽

Giacomo Tarroni ◽

Jinming Duan ◽

Florian Guitton ◽

...

Keyword(s):

Image Segmentation ◽

Supervised Learning ◽

Mr Image ◽

Anatomical Position ◽

Position Prediction ◽

Mr Image Segmentation

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Multi-stream 3D FCN with multi-scale deep supervision for multi-modality isointense infant brain MR image segmentation

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363540 ◽

2018 ◽

Author(s):

Guodong Zeng ◽

Guoyan Zheng

Keyword(s):

Image Segmentation ◽

Mr Image ◽

Multi Scale ◽

Infant Brain ◽

Mr Image Segmentation

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Semi-supervised learning for pelvic MR image segmentation based on multi-task residual fully convolutional networks

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363713 ◽

2018 ◽

Author(s):

Zishun Feng ◽

Dong Nie ◽

Li Wang ◽

Dinggang Shen

Keyword(s):

Image Segmentation ◽

Supervised Learning ◽

Mr Image ◽

Convolutional Networks ◽

Fully Convolutional Networks ◽

Mr Image Segmentation

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Clustering based on fuzzy Gibbs random field and 2D histogram algorithm for MR image segmentation

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.02797 ◽

2010 ◽

Vol 30 (10) ◽

pp. 2797-2801

Author(s):

Tao YANG ◽

Yi-hong GUAN

Keyword(s):

Image Segmentation ◽

Random Field ◽

Mr Image ◽

Gibbs Random Field ◽

Mr Image Segmentation ◽

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A cooperating metaheuristic approach for MR image segmentation

2019 3rd International Conference on Bio-engineering for Smart Technologies (BioSMART) ◽

10.1109/biosmart.2019.8734158 ◽

2019 ◽

Author(s):

Thuy Xuan Pham ◽

Patrick Siarry ◽

Hamouche Oulhadj

Keyword(s):

Image Segmentation ◽

Mr Image ◽

Mr Image Segmentation

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An Improved Full Convolutional Network Combined with Conditional Random Fields for Brain MR Image Segmentation Algorithm and its 3D Visualization Analysis

Journal of Medical Systems ◽

10.1007/s10916-019-1424-0 ◽

2019 ◽

Vol 43 (9) ◽

Author(s):

Jiemin Zhai ◽

Huiqi Li

Keyword(s):

Image Segmentation ◽

Random Fields ◽

Conditional Random Fields ◽

3D Visualization ◽

Segmentation Algorithm ◽

Mr Image ◽

Convolutional Network ◽

Visualization Analysis ◽

Mr Image Segmentation ◽

Image Segmentation Algorithm

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MR image segmentation using a fuzzy-based neural network

Proceedings of ICNN'95 - International Conference on Neural Networks ◽

10.1109/icnn.1995.487700 ◽

2002 ◽

Author(s):

J.C. Ma ◽

J.J. Rodriguez

Keyword(s):

Neural Network ◽

Image Segmentation ◽

Mr Image ◽

Mr Image Segmentation

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Comparative evaluation of active contour model extensions for automated cardiac MR image segmentation by regional error assessment

Magnetic Resonance Materials in Physics Biology and Medicine ◽

10.1007/s10334-007-0069-z ◽

2007 ◽

Vol 20 (2) ◽

pp. 69-82 ◽

Author(s):

Duy Nguyen ◽

Karen Masterson ◽

Jean-Paul Vallée

Keyword(s):

Image Segmentation ◽

Comparative Evaluation ◽

Active Contour ◽

Active Contour Model ◽

Error Assessment ◽

Mr Image ◽

Contour Model ◽

Mr Image Segmentation

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