Mireille Garreau

Orcid: 0000-0001-5728-1403

According to our database1, Mireille Garreau authored at least 51 papers between 1992 and 2023.

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Bibliography

2023
Segmentation of cardiac infarction in delayed-enhancement MRI using probability map and transformers-based neural networks.
Comput. Methods Programs Biomed., December, 2023

Transformers-Based Neural Network for Cardiac Infarction Segmentation in Delayed-Enhancement MRI.
Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022
Characterization of motion patterns by a spatio-temporal saliency descriptor in cardiac cine MRI.
Comput. Methods Programs Biomed., 2022

2021
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.
IEEE J. Biomed. Health Informatics, 2021

2020
Fusion of 3D real-time echocardiography and cine MRI using a saliency analysis.
Int. J. Comput. Assist. Radiol. Surg., 2020

2019
Discriminative dictionary learning for local LV wall motion classification in cardiac MRI.
Expert Syst. Appl., 2019

Cardiac Cine-MRI/CT Registration for Interventions Planning.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Automatic Left Ventricle Quantification in Cardiac MRI via Hierarchical Refinement of High-Level Features by a Salient Perceptual Grouping Model.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

2017
Fusion of 4D echocardiography and cine cardiac magnetic resonance volumes using a salient spatio-temporal analysis.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Study of Similarity Measures for Case-Based Reasoning in Transcatheter Aortic Valve Implantation.
Proceedings of the Computing in Cardiology, 2017

Multimodal Image Integration for Catheter Ablation of Ventricular Tachycardia.
Proceedings of the Computing in Cardiology, 2017

2016
Synchronization and Registration of Cine Magnetic Resonance and Dynamic Computed Tomography Images of the Heart.
IEEE J. Biomed. Health Informatics, 2016

Registration of dynamic multiview 2D ultrasound and late gadolinium enhanced images of the heart: Application to hypertrophic cardiomyopathy characterization.
Medical Image Anal., 2016

2015
Classification of LV wall motion in cardiac MRI using kernel Dictionary Learning with a parametric approach.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-modal data fusion for Cardiac Resynchronization Therapy planning and assistance.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection of Fibrosis in LGE-Cardiac MRI using Kernel DL-based Clustering.
Proceedings of the Computing in Cardiology, 2015

2014
Multimodal Registration and Data Fusion for Cardiac Resynchronization Therapy Optimization.
IEEE Trans. Medical Imaging, 2014

A mutual reference shape based on information theory.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Coronary Vein Extraction in MSCT Volumes Using Minimum Cost Path and Geometrical Moments.
IEEE J. Biomed. Health Informatics, 2013

Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes.
Medical Image Anal., 2013

Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Medical Biol. Eng. Comput., 2013

Machine Learning Techniques for LV Wall Motion Classification Based on Spatio-temporal Profiles from Cardiac Cine MRI.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Spatio-temporal Registration of 2D US and 3D MR Images for the Characterization of Hypertrophic Cardiomyopathy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

Intraoperative tracking of aortic valve plane.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Dynamic Registration of Multiple-view US and MRI for the Characterization of Hypertrophic Cardiomyopathy.
Proceedings of the Computing in Cardiology, 2013

2012
Nonsupervised Ranking of Different Segmentation Approaches: Application to the Estimation of the Left Ventricular Ejection Fraction From Cardiac Cine MRI Sequences.
IEEE Trans. Medical Imaging, 2012

Dynamic registration of cardiac US and CT data using Fourier descriptors and Dynamic Time Warping.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011
Similarity enhancement for automatic segmentation of cardiac structures in computed tomography volumes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Three-Dimensional Segmentation of Ventricular Heart Chambers from Multi-Slice Computerized Tomography: An Hybrid Approach.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

2010
Coronary vein tracking from MSCT using a minimum cost path approach.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Edgeworth-based approximation of Mutual Information for medical image registration.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

2009
Inferring the left ventricle dynamical behavior using a free-form deformations model.
Math. Comput. Simul., 2009

Data fusion of Left Ventricle Electro-Anatomical Mapping and Multislice Computerized Tomography.
Proceedings of the International Conference on Image Processing, 2009

A Hybrid Tissue-Level Model of the Left Ventricle: Application to the Analysis of the Regional Cardiac Function in Heart Failure.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Cardiac function estimation for resynchronization therapy: Comparison between multislice-ct and speckle tracking imaging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006
Markov random field modeling for three-dimensional reconstruction of the left ventricle in cardiac angiography.
IEEE Trans. Medical Imaging, 2006

Assessment of Left Ventricular Function in Cardiac MSCT Imaging by a 4D Hierarchical Surface-Volume Matching Process.
Int. J. Biomed. Imaging, 2006

2005
A Surface-Volume Matching Process Using a Markov Random Field Model for Cardiac Motion Extraction in MSCT Imaging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Transvenous Path Finding in Cardiac Resynchronization Therapy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Estimation of the Deformation Field for the Left Ventricle Walls in 4-D Multislice Computerized Tomography.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Three-dimensional reconstruction of the left ventricle from two angiographic views: an evidence combination approach.
IEEE Trans. Syst. Man Cybern. Part A, 2004

Cardiac Motion Extraction Using 3D Surface Matching in Multislice Computed Tomography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Evaluation of a 3D Segmentation Software for the Coronary Characterization in Multi-slice Computed Tomography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2003

2000
Towards dynamic cardiac scenes interpretation based on spatial-temporal knowledge.
Artif. Intell. Medicine, 2000

1999
A Model-Based Approach for Learning to Identify Cardiac Arrhythmias.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999

1998
Dynamic Feature Extraction of Coronary Artery Motion using DSA Image Sequences.
IEEE Trans. Medical Imaging, 1998

Estimation of search-space in 3D coronary artery reconstruction using angiographic biplane images.
Pattern Recognit. Lett., 1998

Understanding coronary artery movement: a knowledge-based approach.
Artif. Intell. Medicine, 1998

1996
IBIS version 3: an OSF/Motif-based interface for IBIS - integrated biological imaging system.
Comput. Appl. Biosci., 1996

1992
IBIS integrated biological imaging system: electron micrograph image-processing software running on Unix workstations.
Comput. Appl. Biosci., 1992


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