Nicolas Duchateau
Orcid: 0000-0001-8803-2004
According to our database1,
Nicolas Duchateau
authored at least 64 papers
between 2009 and 2024.
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Bibliography
2024
Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification.
CoRR, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial Infarction.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Which Anatomical Directions to Quantify Local Right Ventricular Strain in 3D Echocardiography?
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Strainger Things: Discrete Differential Geometry for Transporting Right Ventricular Deformation Across Meshes.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Proceedings of the AI and Big Data in Cardiology: A Practical Guide, 2023
Atlas statistiques et apprentissage de représentations pour la caractérisation de la fonction cardiaque à l'échelle de populations.
, 2023
2022
IEEE Trans. Medical Imaging, 2022
Corrigendum to "Characterizing interactions between cardiac shape and deformation by non-linear manifold learning": Medical Image Analysis, volume 75 (2022), 102778.
Medical Image Anal., 2022
Characterizing interactions between cardiac shape and deformation by non-linear manifold learning.
Medical Image Anal., 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
Characterizing Myocardial Ischemia and Reperfusion Patterns with Hierarchical Manifold Learning.
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
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
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.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021
2019
Learning Interactions Between Cardiac Shape and Deformation: Application to Pulmonary Hypertension.
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.
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.
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.
IEEE Trans. Medical Imaging, 2018
Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases.
IEEE Trans. Medical Imaging, 2018
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge.
IEEE J. Biomed. Health Informatics, 2018
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation.
CoRR, 2018
3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation.
CoRR, 2018
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension.
Proceedings of the Shape in Medical Imaging, 2018
2017
Characterization of myocardial motion patterns by unsupervised multiple kernel learning.
Medical Image Anal., 2017
Strain-Based Parameters for Infarct Localization: Evaluation via a Learning Algorithm on a Synthetic Database of Pathological Hearts.
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.
IEEE Trans. Medical Imaging, 2016
Segmentation and Registration Coupling from Short-Axis Cine MRI: Application to Infarct Diagnosis.
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.
Medical Image Anal., 2015
Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2015
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.
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.
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images.
IEEE Trans. Medical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
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.
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
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.
Proceedings of the Geometric Science of Information - First International Conference, 2013
Manifold Learning Characterization of Abnormal Myocardial Motion Patterns: Application to CRT-Induced Changes.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Analyzing Electrical Patterns in an Experimental Swine Model of Dyssynchrony and CRT.
Proceedings of the Computing in Cardiology, 2013
2012
Statistical atlases of cardiac motion and deformation for the characterization of CRT responders.
PhD thesis, 2012
Constrained manifold learning for the characterization of pathological deviations from normality.
Medical Image Anal., 2012
Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal., 2012
Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing.
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?
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.
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.
Medical Image Anal., 2011
Characterizing Pathological Deviations from Normality Using Constrained Manifold-Learning.
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.
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.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009