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

Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders

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_9 ◽

2022 ◽

pp. 75-83

Author(s):

Marcel Beetz ◽

Abhirup Banerjee ◽

Vicente Grau

Keyword(s):

Point Cloud

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Using Out-of-Distribution Detection for Model Refinement in Cardiac Image 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_40 ◽

2022 ◽

pp. 374-382

Author(s):

Francesco Galati ◽

Maria A. Zuluaga

Keyword(s):

Image Segmentation ◽

Model Refinement ◽

Cardiac Image ◽

Cardiac Image Segmentation

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Novel Imaging Biomarkers to Evaluate Heart Dysfunction Post-chemotherapy: A Preclinical MRI Feasibility Study

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_4 ◽

2022 ◽

pp. 29-37

Author(s):

Peter Lin ◽

Terenz Escartin ◽

Matthew Ng ◽

Mengyuan Li ◽

Melissa Larsen ◽

...

Keyword(s):

Feasibility Study ◽

Imaging Biomarkers ◽

Heart Dysfunction ◽

Preclinical Mri

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Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

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_37 ◽

2022 ◽

pp. 344-351

Author(s):

Kumaradevan Punithakumar ◽

Adam Carscadden ◽

Michelle Noga

Keyword(s):

Magnetic Resonance Imaging ◽

Neural Networks ◽

Magnetic Resonance ◽

Right Ventricle ◽

Convolutional Neural Networks ◽

Automated Segmentation ◽

Resonance Imaging ◽

Deep Convolutional Neural Networks ◽

The Right

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Valve Flattening with Functional Biomarkers for the Assessment of Mitral Valve Repair

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_19 ◽

2022 ◽

pp. 169-178

Author(s):

Paula Casademunt ◽

Oscar Camara ◽

Bart Bijnens ◽

Èric Lluch ◽

Hernan G. Morales

Keyword(s):

Mitral Valve ◽

Mitral Valve Repair ◽

Valve Repair ◽

Functional Biomarkers

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The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images

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_7 ◽

2022 ◽

pp. 57-65

Author(s):

Devran Ugurlu ◽

Esther Puyol-Antón ◽

Bram Ruijsink ◽

Alistair Young ◽

Inês Machado ◽

...

Keyword(s):

Right Ventricle ◽

Short Axis ◽

Mr Images ◽

Cardiac Mr ◽

Left And Right ◽

The Impact ◽

Ventricle Segmentation

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Mesh Convolutional Neural Networks for Wall Shear Stress Estimation in 3D Artery Models

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_11 ◽

2022 ◽

pp. 93-102

Author(s):

Julian Suk ◽

Pim de Haan ◽

Phillip Lippe ◽

Christoph Brune ◽

Jelmer M. Wolterink

Keyword(s):

Neural Networks ◽

Shear Stress ◽

Wall Shear Stress ◽

Convolutional Neural Networks ◽

Stress Estimation ◽

Wall Shear

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Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center

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_26 ◽

2022 ◽

pp. 241-249

Author(s):

Xiaowu Sun ◽

Li-Hsin Cheng ◽

Rob J. van der Geest

Keyword(s):

Magnetic Resonance Imaging ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Right Ventricle ◽

Cardiac Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Ventricle Segmentation

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Deformable Bayesian Convolutional Networks for Disease-Robust Cardiac MRI 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_32 ◽

2022 ◽

pp. 296-305

Author(s):

Mitchell J. Fulton ◽

Christoffer R. Heckman ◽

Mark E. Rentschler

Keyword(s):

Cardiac Mri ◽

Mri Segmentation ◽

Convolutional Networks

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Neural Angular Plaque Characterization: Automated Quantification of Polar Distribution for Plaque Composition

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_13 ◽

2022 ◽

pp. 113-122

Author(s):

Hyungjoo Cho ◽

Dongmin Choi ◽

Hyun-Seok Min ◽

Soo-Jin Kang ◽

Hwiyoung Kim

Keyword(s):

Plaque Characterization ◽

Plaque Composition ◽

Automated Quantification ◽

Polar Distribution

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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
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders

Using Out-of-Distribution Detection for Model Refinement in Cardiac Image Segmentation

Novel Imaging Biomarkers to Evaluate Heart Dysfunction Post-chemotherapy: A Preclinical MRI Feasibility Study

Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Valve Flattening with Functional Biomarkers for the Assessment of Mitral Valve Repair

The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images

Mesh Convolutional Neural Networks for Wall Shear Stress Estimation in 3D Artery Models

Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center

Deformable Bayesian Convolutional Networks for Disease-Robust Cardiac MRI Segmentation

Neural Angular Plaque Characterization: Automated Quantification of Polar Distribution for Plaque Composition

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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 ChallengeLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Generating Subpopulation-Specific Biventricular Anatomy Models Using Conditional Point Cloud Variational Autoencoders

Using Out-of-Distribution Detection for Model Refinement in Cardiac Image Segmentation

Novel Imaging Biomarkers to Evaluate Heart Dysfunction Post-chemotherapy: A Preclinical MRI Feasibility Study

Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks

Valve Flattening with Functional Biomarkers for the Assessment of Mitral Valve Repair

The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR Images

Mesh Convolutional Neural Networks for Wall Shear Stress Estimation in 3D Artery Models

Right Ventricle Segmentation via Registration and Multi-input Modalities in Cardiac Magnetic Resonance Imaging from Multi-disease, Multi-view and Multi-center

Deformable Bayesian Convolutional Networks for Disease-Robust Cardiac MRI Segmentation

Neural Angular Plaque Characterization: Automated Quantification of Polar Distribution for Plaque Composition

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
Latest Publications