Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters

Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-68107-4_13 ◽

2021 ◽

pp. 127-136

Author(s):

Sofie Tilborghs ◽

Tom Dresselaers ◽

Piet Claus ◽

Jan Bogaert ◽

Frederik Maes

Keyword(s):

Simultaneous Prediction ◽

Mr Segmentation

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Cardiac MR segmentation based on sequence propagation by deep learning

PLoS ONE ◽

10.1371/journal.pone.0230415 ◽

2020 ◽

Vol 15 (4) ◽

pp. e0230415

Author(s):

Chao Luo ◽

Canghong Shi ◽

Xiaoji Li ◽

Dongrui Gao

Keyword(s):

Deep Learning ◽

Mr Segmentation

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ICA vs. PCA Active Appearance Models: Application to Cardiac MR Segmentation

Lecture Notes in Computer Science - Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003 ◽

10.1007/978-3-540-39899-8_56 ◽

2003 ◽

pp. 451-458 ◽

Author(s):

M. Üzümcü ◽

A. F. Frangi ◽

M. Sonka ◽

J. H. C. Reiber ◽

B. P. F. Lelieveldt

Keyword(s):

Active Appearance Models ◽

Mr Segmentation ◽

Appearance Models ◽

Active Appearance

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A Novel Framework with Weighted Decision Map Based on Convolutional Neural Network for Cardiac MR Segmentation

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2021.3131758 ◽

2021 ◽

pp. 1-1

Author(s):

Fei Yan Li ◽

Weisheng Li ◽

Xinbo Gao ◽

Bin Xiao

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Mr Segmentation

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Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-39074-7_27 ◽

2020 ◽

pp. 254-262 ◽

Author(s):

Jiexiang Wang ◽

Hongyu Huang ◽

Chaoqi Chen ◽

Wenao Ma ◽

Yue Huang ◽

...

Keyword(s):

Domain Adaptation ◽

Mr Segmentation

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Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-39074-7_22 ◽

2020 ◽

pp. 209-219 ◽

Author(s):

Chen Chen ◽

Cheng Ouyang ◽

Giacomo Tarroni ◽

Jo Schlemper ◽

Huaqi Qiu ◽

...

Keyword(s):

Style Transfer ◽

Mr Segmentation

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Refined Deep Layer Aggregation for Multi-Disease, Multi-View & Multi-Center Cardiac MR Segmentation

Lecture Notes in Computer Science - Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge ◽

10.1007/978-3-030-93722-5_34 ◽

2022 ◽

pp. 315-322

Author(s):

Di Liu ◽

Zhennan Yan ◽

Qi Chang ◽

Leon Axel ◽

Dimitris N. Metaxas

Keyword(s):

Mr Segmentation

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Pseudo-3D Network for Multi-sequence Cardiac MR Segmentation

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-39074-7_25 ◽

2020 ◽

pp. 237-245 ◽

Author(s):

Tao Liu ◽

Yun Tian ◽

Shifeng Zhao ◽

XiaoYing Huang ◽

Yang Xu ◽

...

Keyword(s):

Mr Segmentation

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Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images

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

10.1007/978-3-030-32245-8_58 ◽

2019 ◽

pp. 523-531 ◽

Author(s):

Chen Chen ◽

Carlo Biffi ◽

Giacomo Tarroni ◽

Steffen Petersen ◽

Wenjia Bai ◽

...

Keyword(s):

Shape Priors ◽

Mr Segmentation

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Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00928-1_30 ◽

2018 ◽

pp. 259-267 ◽

Author(s):

Jo Schlemper ◽

Ozan Oktay ◽

Wenjia Bai ◽

Daniel C. Castro ◽

Jinming Duan ◽

...

Keyword(s):

Representation Learning ◽

Mr Segmentation

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2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation

Lecture Notes in Computer Science - Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges ◽

10.1007/978-3-319-75541-0_14 ◽

2018 ◽

pp. 130-139 ◽

Author(s):

Jay Patravali ◽

Shubham Jain ◽

Sasank Chilamkurthy

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Fully Convolutional Neural Networks ◽

Mr Segmentation

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