Mathieu De Craene

According to our database1, Mathieu De Craene authored at least 89 papers between 2003 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2022
Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation.
IEEE Trans. Medical Imaging, 2022

2021
Decision Tree Learning for Uncertain Clinical Measurements.
IEEE Trans. Knowl. Data Eng., 2021

Volumetric parcellation of the cardiac right ventricle for regional geometric and functional assessment.
Medical Image Anal., 2021

2020
Learning decision trees through Monte Carlo tree search: An empirical evaluation.
WIREs Data Mining Knowl. Discov., 2020

Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction.
Medical Image Anal., 2020

Handling confounding variables in statistical shape analysis - application to cardiac remodelling.
Medical Image Anal., 2020

Handling confounding variables in statistical shape analysis - application to cardiac remodelling.
CoRR, 2020

Volumetric parcellation of the right ventricle for regional geometric and functional assessment.
CoRR, 2020

2019
Regional Multi-View Learning for Cardiac Motion Analysis: Application to Identification of Dilated Cardiomyopathy Patients.
IEEE Trans. Biomed. Eng., 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
A Framework for the Generation of Realistic Synthetic Cardiac Ultrasound and Magnetic Resonance Imaging Sequences From the Same Virtual Patients.
IEEE Trans. Medical Imaging, 2018

Learning Associations Between Clinical Information and Motion-Based Descriptors Using a Large Scale MR-derived Cardiac Motion Atlas.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Fully automated myocardial strain estimation from cine MRI using convolutional neural networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

A Monte Carlo Tree Search Approach to Learning Decision Trees.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017
A multimodal spatiotemporal cardiac motion atlas from MR and ultrasound data.
Medical Image Anal., 2017

Multiview Machine Learning Using an Atlas of Cardiac Cycle Motion.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

Characterizing Patterns of Response During Mild Stress-Testing in Continuous Echocardiography Recordings Using a Multiview Dimensionality Reduction Technique.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Smoothed Particle Hydrodynamics for Electrophysiological Modeling: An Alternative to Finite Element Methods.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

Estimating 3D Ventricular Shape From 2D Echocardiography: Feasibility and Effect of Noise.
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

Detailed Evaluation of Five 3D Speckle Tracking Algorithms Using Synthetic Echocardiographic Recordings.
IEEE Trans. Medical Imaging, 2016

Generation of Realistic 4D Synthetic CSPAMM Tagged MR Sequences for Benchmarking Cardiac Motion Tracking Algorithms.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

Phase-Based Registration of Cardiac Tagged MR Images by Incorporating Anatomical Constraints.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2016

Phase-based registration of cardiac tagged MR images using anatomical deformation model.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Towards a multimodal cardiac motion atlas.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
A Pipeline for the Generation of Realistic 3D Synthetic Echocardiographic Sequences: Methodology and Open-Access Database.
IEEE Trans. Medical Imaging, 2015

3D harmonic phase tracking with anatomical regularization.
Medical Image Anal., 2015

Generation of ultra-realistic synthetic echocardiographic sequences to facilitate standardization of deformation imaging.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

The role of the image phase in cardiac strain imaging.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images.
IEEE Trans. Medical Imaging, 2014

Generation of ultra-realistic synthetic echocardiographic sequences.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT.
IEEE Trans. Medical Imaging, 2013

Benchmarking framework for myocardial tracking and deformation algorithms: An open access database.
Medical Image Anal., 2013

Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography.
Medical Image Anal., 2013

Generating anatomical models of the heart and the aorta from medical images for personalized physiological simulations.
Medical Biol. Eng. Comput., 2013

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

Fast myocardial motion and strain estimation in 3D cardiac ultrasound with Sparse Demons.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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

2012
Cardiac motion estimation by joint alignment of tagged MRI sequences.
Medical Image Anal., 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

Anatomical atlas in the context of head and neck radiotherapy and its use to automatic segmentation.
Biomed. Signal Process. Control., 2012

Motion Estimation in 3D Echocardiography Using Smooth Field Registration.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 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

Computational and Physical Phantom Setups for the Second Cardiac Motion Analysis Challenge (cMAC2).
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 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

Integration of different cardiac electrophysiological models into a single simulation pipeline.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Reconstructing the 3D Shape and Bone Mineral Density Distribution of the Proximal Femur From Dual-Energy X-Ray Absorptiometry.
IEEE Trans. Medical Imaging, 2011

A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities.
Medical Image Anal., 2011

A Multimodal Database for the 1 st Cardiac Motion Analysis Challenge.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 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

Multiview Diffeomorphic Registration for Motion and Strain Estimation from 3D Ultrasound Sequences.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

2010
3D bone mineral density distribution and shape reconstruction of the proximal femur from a single simulated DXA image: an in vitro study.
Proceedings of the Medical Imaging 2010: Image Processing, 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

Atlas Construction and Image Analysis Using Statistical Cardiac Models.
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

3D reconstruction of both shape and bone mineral density distribution of the femur from DXA images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Morphodynamic Analysis of Cerebral Aneurysm Pulsation From Time-Resolved Rotational Angiography.
IEEE Trans. Medical Imaging, 2009

Non-stationary diffeomorphic registration: application to endo-vascular treatment monitoring.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Estimating Continuous 4D Wall Motion of Cerebral Aneurysms from 3D Rotational Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

GIMIAS: An Open Source Framework for Efficient Development of Research Tools and Clinical Prototypes.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Large Diffeomorphic FFD Registration for Motion and Strain Quantification from 3D-US Sequences.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Multi-sequence Registration of Cine, Tagged and Delay-Enhancement MRI with Shift Correction and Steerable Pyramid-Based Detagging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Cardiac Motion Estimation from Intracardiac Electrical Mapping Data: Identifying a Septal Flash in Heart Failure.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Image intensity standardization in 3D rotational angiography and its application to vascular segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Coil compaction and aneurysm growth: image-based quantification using non-rigid registration.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008

2007
Estimation of the deformations induced by articulated bodies: Registration of the spinal column.
Biomed. Signal Process. Control., 2007

3D Atlas Building in the Context of Head and Neck Radiotherapy Based on Dense Deformation Fields.
Proceedings of the SIBGRAPI 2007, 2007

Non-rigid registration methods assessment of 3D CT images for head-neck radiotherapy.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Multiview Registration of Cardiac Tagging Mri Images.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Quality Assessment of Non-Rigid Registration Methods for Atlas-Based Segmentation in Head-Neck Radiotherapy.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images.
Comput. Methods Programs Biomed., 2006

Normalization of transcranial magnetic stimulation points by means of atlas registration.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Dense deformation estimation for pairwise and multi-subjects registration.
PhD thesis, 2005

Efficient multi-modal dense field non-rigid registration: alignment of histological and section images.
Medical Image Anal., 2005

Three-dimensional image quality measurement for the benchmarking of 3D watermarking schemes.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

An articulated registration method.
Proceedings of the 2005 International Conference on Image Processing, 2005

Multi-subject variational registration for probabilistic unbiased atlas generation.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Dense deformation field estimation for brain intraoperative images registration.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Improved Non-rigid Registration of Prostate MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

: Multi-subject Registration for Unbiased Statistical Atlas Construction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Multi-Modal Non-Rigid Registration Using a Stochastic Gradient Approximation.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
Simultaneous registration and bias-correction of intra-operative MR images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003


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