Corrigendum to "Characterizing interactions between cardiac shape and deformation by non-linear manifold learning": Medical Image Analysis, volume 75 (2022), 102778.

[BibT_eX]

[DOI]

Maxime Di Folco

Pamela Moceri

Patrick Clarysse

Nicolas Duchateau

Medical Image Anal., 2022

Characterizing interactions between cardiac shape and deformation by non-linear manifold learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

Reinforcement Learning for Active Modality Selection During Diagnosis.

[BibT_eX]

[DOI]

Gabriel Bernardino

Anders Jonsson

Filip Loncaric

Pablo-Miki Martí Castellote

Marta Sitges

Patrick Clarysse

Nicolas Duchateau

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Characterizing Myocardial Ischemia and Reperfusion Patterns with Hierarchical Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling.

[BibT_eX]

[DOI]

Gabriel Bernardino

Patrick Clarysse

Álvaro Sepúlveda-Martínez

Merida Rodriguez-Lopez

Susanna Prat-Gonzàlez

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge, 2021

Population-Based Personalization of Geometric Models of Myocardial Infarction.

[BibT_eX]

[DOI]

Kannara Mom

Patrick Clarysse

Nicolas Duchateau

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Investigation of the Impact of Normalization on the Study of Interactions Between Myocardial Shape and Deformation.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2019

Learning Interactions Between Cardiac Shape and Deformation: Application to Pulmonary Hypertension.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019

Domain Adaptation via Dimensionality Reduction for the Comparison of Cardiac Simulation Models.

[BibT_eX]

[DOI]

Nicolas Duchateau

Kenny Rumindo

Patrick Clarysse

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

Left Ventricular Shape and Motion Reconstruction Through a Healthy Model for Characterizing Remodeling After Infarction.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

2018

3-D Consistent and Robust Segmentation of Cardiac Images by Deep Learning With Spatial Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

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

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2018

3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation.

[BibT_eX]

[DOI]

CoRR, 2018

3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension.

[BibT_eX]

[DOI]

Proceedings of the Shape in Medical Imaging, 2018

2017

Characterization of myocardial motion patterns by unsupervised multiple kernel learning.

[BibT_eX]

[DOI]

Sergio Sanchez-Martinez

Medical Image Anal., 2017

Strain-Based Parameters for Infarct Localization: Evaluation via a Learning Algorithm on a Synthetic Database of Pathological Hearts.

[BibT_eX]

[DOI]

Gerardo Kenny Rumindo

Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016

Infarct Localization From Myocardial Deformation: Prediction and Uncertainty Quantification by Regression From a Low-Dimensional Space.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Segmentation and Registration Coupling from Short-Axis Cine MRI: Application to Infarct Diagnosis.

[BibT_eX]

[DOI]

Stéphanie Marchesseau

Nicolas Duchateau

Hervé Delingette

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

2015

Quantification of local changes in myocardial motion by diffeomorphic registration via currents: Application to paced hypertrophic obstructive cardiomyopathy in 2D echocardiographic sequences.

[BibT_eX]

[DOI]

Nicolas Duchateau

Geneviève Giraldeau

Luigi Gabrielli

Juan Fernandez-Armenta

Medical Image Anal., 2015

Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Prediction of Infarct Localization from Myocardial Deformation.

[BibT_eX]

[DOI]

Nicolas Duchateau

Maxime Sermesant

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015

Virtual cochlear electrode insertion via parallel transport frame.

[BibT_eX]

[DOI]

Miguel Ángel González Ballester

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Quantitative Analysis of Lead Position vs. Correction of Electrical Dyssynchrony in an Experimental Model of LBBB/CRT.

[BibT_eX]

[DOI]

Juan Fernandez-Armenta

Proceedings of the Functional Imaging and Modeling of the Heart, 2015

Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction.

[BibT_eX]

[DOI]

Sergio Sanchez-Martinez

Proceedings of the Functional Imaging and Modeling of the Heart, 2015

2014

Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

2013

A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT.

[BibT_eX]

[DOI]

Corné Hoogendoorn

Nicolas Duchateau

Damian Sánchez-Quintana

IEEE Trans. Medical Imaging, 2013

Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2013

Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom.

[BibT_eX]

[DOI]

Teresa María de Caralt

Marta Sitges

Alejandro F. Frangi

Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Image-Based Estimation of Myocardial Acceleration Using TDFFD: A Phantom Study.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Adaptation of Multiscale Function Extension to Inexact Matching: Application to the Mapping of Individuals to a Learnt Manifold.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - First International Conference, 2013

Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Analyzing Electrical Patterns in an Experimental Swine Model of Dyssynchrony and CRT.

[BibT_eX]

[DOI]

Juan Fernandez-Armenta

Antonio Berruezo

Marta Sitges

Oscar Camara

Proceedings of the Computing in Cardiology, 2013

2012

Statistical atlases of cardiac motion and deformation for the characterization of CRT responders.

[BibT_eX]

[DOI]

Nicolas Duchateau

PhD thesis, 2012

Constrained manifold learning for the characterization of pathological deviations from normality.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences?

[BibT_eX]

[DOI]

Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2012

SPM to the heart: Mapping of 4D continuous velocities for motion abnormality quantification.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities.

[BibT_eX]

[DOI]

Medical Image Anal., 2011

Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Temporal Diffeomorphic Free Form Deformation (TDFFD) Applied to Motion and Deformation Quantification of Tagged MRI Sequences.

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

2010

A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?

[BibT_eX]

[DOI]

Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Atlas Construction and Image Analysis Using Statistical Cardiac Models.

[BibT_eX]

[DOI]

Rosa M. Figueras i Ventura

Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010

Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Nicolas Duchateau

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