Semi-Supervised Learning For Cardiac Left Ventricle Segmentation Using Conditional Deep Generative Models as Prior

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) ◽

10.1109/isbi.2019.8759292 ◽

2019 ◽

Author(s):

Mohammad H. Jafari ◽

Hany Girgis ◽

Amir H. Abdi ◽

Zhibin Liao ◽

Mehran Pesteie ◽

...

Keyword(s):

Left Ventricle ◽

Supervised Learning ◽

Generative Models ◽

Cardiac Left Ventricle ◽

Ventricle Segmentation

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Cardiac left ventricle segmentation using convolutional neural network regression

2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES) ◽

10.1109/iecbes.2016.7843499 ◽

2016 ◽

Author(s):

Li Kuo Tan ◽

Yih Miin Liew ◽

Einly Lim ◽

Robert A. McLaughlin

Keyword(s):

Neural Network ◽

Left Ventricle ◽

Convolutional Neural Network ◽

Cardiac Left Ventricle ◽

Ventricle Segmentation

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Image-Driven Cardiac Left Ventricle Segmentation for the Evaluation of Multiview Fused Real-Time 3-Dimensional Echocardiography Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04271-3_108 ◽

2009 ◽

pp. 893-900 ◽

Author(s):

Kashif Rajpoot ◽

J. Alison Noble ◽

Vicente Grau ◽

Cezary Szmigielski ◽

Harald Becher

Keyword(s):

Left Ventricle ◽

Real Time ◽

3 Dimensional ◽

Dimensional Echocardiography ◽

Cardiac Left Ventricle ◽

Ventricle Segmentation

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Invert-U-Net DNN segmentation model for MRI cardiac left ventricle segmentation

The Journal of Engineering ◽

10.1049/joe.2018.8302 ◽

2018 ◽

Vol 2018 (16) ◽

pp. 1463-1467 ◽

Author(s):

Chao Cong ◽

Hongmin Zhang

Keyword(s):

Left Ventricle ◽

Cardiac Left Ventricle ◽

Ventricle Segmentation

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An Overview of Techniques for Cardiac Left Ventricle Segmentation on Short-Axis MRI

ITM Web of Conferences ◽

10.1051/itmconf/20160801003 ◽

2016 ◽

Vol 8 ◽

pp. 01003 ◽

Author(s):

Arseny Krasnobaev ◽

Andrey Sozykin

Keyword(s):

Left Ventricle ◽

Cardiac Left Ventricle ◽

Ventricle Segmentation

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A data augmentation approach to train fully convolutional networks for left ventricle segmentation

Magnetic Resonance Imaging ◽

10.1016/j.mri.2019.08.004 ◽

2020 ◽

Vol 66 ◽

pp. 152-164

Author(s):

Adan Lin ◽

Junhao Wu ◽

Xuan Yang

Keyword(s):

Left Ventricle ◽

Data Augmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks ◽

Ventricle Segmentation

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Three-dimensional active shape model matching for left ventricle segmentation in cardiac CT

10.1117/12.481314 ◽

2003 ◽

Author(s):

Hans C. van Assen ◽

Rob J. van der Geest ◽

Mikhail G. Danilouchkine ◽

Hildo J. Lamb ◽

Johan H. C. Reiber ◽

...

Keyword(s):

Left Ventricle ◽

Three Dimensional ◽

Active Shape Model ◽

Model Matching ◽

Shape Model ◽

Active Shape ◽

Ventricle Segmentation

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Evaluating the pre-processing impact on the generalization of deep learning networks for left ventricle segmentation

10.1109/bibm52615.2021.9669630 ◽

2021 ◽

Author(s):

Matheus A. O. Ribeiro ◽

Fatima L. S. Nunesy

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Learning Networks ◽

Ventricle Segmentation

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Stochastic Model-Based Left Ventricle Segmentation in 3D Echocardiography Using Fractional Brownian Motion

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - Lecture Notes in Computer Science ◽

10.1007/978-3-030-12029-0_9 ◽

2019 ◽

pp. 77-84

Author(s):

Omar S. Al-Kadi ◽

Allen Lu ◽

Albert J. Sinusas ◽

James S. Duncan

Keyword(s):

Brownian Motion ◽

Left Ventricle ◽

Stochastic Model ◽

Fractional Brownian Motion ◽

3D Echocardiography ◽

Model Based ◽

Ventricle Segmentation

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VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-Voxel Discrimination

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

10.1007/978-3-030-00937-3_71 ◽

2018 ◽

pp. 622-629 ◽

Author(s):

Suyu Dong ◽

Gongning Luo ◽

Kuanquan Wang ◽

Shaodong Cao ◽

Ashley Mercado ◽

...

Keyword(s):

Left Ventricle ◽

Ventricle Segmentation

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Random Forest Based Left Ventricle Segmentation in LGE-MRI

Functional Imaging and Modelling of the Heart - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59448-4_15 ◽

2017 ◽

pp. 152-160 ◽

Author(s):

Tanja Kurzendorfer ◽

Christoph Forman ◽

Alexander Brost ◽

Andreas Maier

Keyword(s):

Random Forest ◽

Left Ventricle ◽

Ventricle Segmentation

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