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Applications of artificial intelligence in cardiovascular imaging

Nature reviews cardiology, 2021-08, Vol.18 (8), p.600-609

2021

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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2514-2525

2018

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The role of the pulmonary veins on left atrial flow patterns and thrombus formation

Scientific reports, 2024-03, Vol.14 (1), p.5860-5860

2024

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Algorithms for left atrial wall segmentation and thickness – Evaluation on an open-source CT and MRI image database

Medical image analysis, 2018-12, Vol.50, p.36-53

2018

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How successful is successful? Aortic arch shape after successful aortic coarctation repair correlates with left ventricular function

The Journal of thoracic and cardiovascular surgery, 2017-02, Vol.153 (2), p.418-427

2017

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Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

1, 2023

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Breaking the state of the heart: meshless model for cardiac mechanics

Biomechanics and modeling in mechanobiology, 2019-12, Vol.18 (6), p.1549-1561

2019

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Looks Do Matter! Aortic Arch Shape After Hypoplastic Left Heart Syndrome Palliation Correlates With Cavopulmonary Outcomes

The Annals of thoracic surgery, 2017-02, Vol.103 (2), p.645-654

2017

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Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge: 12th International Workshop, STACOM 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers

1, 2022

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Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers

1, 2021

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MUSIC: Cardiac Imaging, Modelling and Visualisation Software for Diagnosis and Therapy

Applied sciences, 2022-06, Vol.12 (12), p.6145

2022

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Meshless Electrophysiological Modeling of Cardiac Resynchronization Therapy—Benchmark Analysis with Finite-Element Methods in Experimental Data

Applied sciences, 2022-07, Vol.12 (13), p.6438

2022

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Spatial correlation of action potential duration and diastolic dysfunction in transgenic and drug-induced LQT2 rabbits

Heart rhythm, 2013-10, Vol.10 (10), p.1533-1541

2013

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Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges: 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers

1st Edition 2020, 2020

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Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges: 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers

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Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges: 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

1st Edition 2019, 2019

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Towards an interactive electromechanical model of the heart

Interface focus, 2013-04, Vol.3 (2), p.20120091-20120091

2013

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Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases

IEEE transactions on medical imaging, 2018-03, Vol.37 (3), p.755-766

2018

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Smart cardiac magnetic resonance delivering one-click and comprehensive assessment of cardiovascular disease

European heart journal, 2023-02, Vol.44 (8), p.636-637

2023

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Direction-Dependent Decomposition of Three-Dimensional Right Ventricular Motion: Beware of Approximations

Journal of the American Society of Echocardiography, 2021-02, Vol.34 (2), p.201-203

2021

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Direction-dependent decomposition of 3D right ventricular motion: beware of approximations

Journal of the American Society of Echocardiography, 2021, Vol.34 (2), p.201-203

2021

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SVF-Net: Learning Deformable Image Registration Using Shape Matching

Medical Image Computing and Computer Assisted Intervention − MICCAI 2017, p.266-274

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Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis

Functional Imaging and Modeling of the Heart, p.22-34

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Applications of artificial intelligence in cardiovascular imaging

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

The role of the pulmonary veins on left atrial flow patterns and thrombus formation

Algorithms for left atrial wall segmentation and thickness – Evaluation on an open-source CT and MRI image database

How successful is successful? Aortic arch shape after successful aortic coarctation repair correlates with left ventricular function

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers: 13th International Workshop, STACOM 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Revised Selected Papers

Breaking the state of the heart: meshless model for cardiac mechanics

Looks Do Matter! Aortic Arch Shape After Hypoplastic Left Heart Syndrome Palliation Correlates With Cavopulmonary Outcomes

Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges: 11th International Workshop, STACOM 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Revised Selected Papers

MUSIC: Cardiac Imaging, Modelling and Visualisation Software for Diagnosis and Therapy

Myocardial wall thinning predicts transmural substrate in patients with scar-related ventricular tachycardia

Meshless Electrophysiological Modeling of Cardiac Resynchronization Therapy—Benchmark Analysis with Finite-Element Methods in Experimental Data

Spatial correlation of action potential duration and diastolic dysfunction in transgenic and drug-induced LQT2 rabbits

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges: 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers

Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges: 10th International Workshop, STACOM 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Revised Selected Papers

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges: 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers

Towards an interactive electromechanical model of the heart

Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases

Inverse Relationship Between Fractionated Electrograms and Atrial Fibrosis in Persistent Atrial Fibrillation

Smart cardiac magnetic resonance delivering one-click and comprehensive assessment of cardiovascular disease

Direction-Dependent Decomposition of Three-Dimensional Right Ventricular Motion: Beware of Approximations

Direction-dependent decomposition of 3D right ventricular motion: beware of approximations

SVF-Net: Learning Deformable Image Registration Using Shape Matching

Shape Constraints in Deep Learning for Robust 2D Echocardiography Analysis

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