Nicolas Duchateau
126
Documents
Publications
|
A population-based approach to the simulation of realistic 3D myocardial infarctionRecherche en Imagerie et Technologies pour la Santé (RITS) 2024, Jun 2024, Aubière, France
Communication dans un congrès
hal-04608087v1
|
|
AI-based comparison of conventional LGE & synthetic MagIR-LGE with optimal inversion-time: impact on population analysis?SCMR, Jan 2024, London, United Kingdom
Communication dans un congrès
hal-04361033v1
|
|
Domain Adaptation of Echocardiography Segmentation Via Reinforcement LearningInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024, Marrakesh, Morocco
Communication dans un congrès
hal-04650344v1
|
|
Strainger things: discrete differential geometry for transporting right ventricular deformation across meshes12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.338-346
Communication dans un congrès
hal-04096720v1
|
|
Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial Infarction12th International Conferenceon Functional Imaging and Modeling of the Heart (FIMH 2023), LNCS, Jun 2023, Lyon, France. pp.678-687
Communication dans un congrès
hal-04096727v1
|
|
Which anatomical directions to quantify local right ventricular strain in 3D echocardiography?12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.607-615
Communication dans un congrès
hal-04096724v1
|
|
Localizing cardiac dyssynchrony in M-mode echocardiography with attention maps12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.688-697
Communication dans un congrès
hal-04096726v1
|
|
Reinforcement learning for active modality selection during diagnosis25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Communication dans un congrès
hal-03752018v1
|
|
Characterizing myocardial ischemia and reperfusion patterns with hierarchical manifold learningStatistical Atlases and Computational Modeling of the Heart (STACOM), MICCAI Workshop, 2021, Strasbourg, France
Communication dans un congrès
hal-03510191v1
|
Velocity-based cardiac self-gating in free-running radial 4D Flow MRISociety for Magnetic Resonance Angiography 33rd Annual International Conference, Sep 2021, Virtuel, United States
Communication dans un congrès
hal-03749159v1
|
|
|
Hierarchical Multi-modality Prediction Model to Assess Obesity-Related RemodellingStatistical Atlases and Computational Modelling of the Heart, 2021, Strasbourg, France. pp.103-112, ⟨10.1007/978-3-030-93722-5_12⟩
Communication dans un congrès
hal-03536022v1
|
|
Population-based personalization of geometric models of myocardial infarctionFunctional Imaging and Modelling of the Heart, 2021, Stanford, United States. In press
Communication dans un congrès
hal-03203372v1
|
|
Hierarchical manifold learning for the interpretation of multi-level data -Application to cardiac imagingMedical Image Analysis and Artificial Intelligence (MAI), 2nd Sino-French workshop. 2021., Oct 2021, Virtual, France
Communication dans un congrès
hal-03522559v1
|
|
Investigation of the impact of normalization on the study of interactions between myocardial shape and deformationFIMH 2021 - 11th International Conference on Functional Imaging and Modeling of the Heart, Jun 2021, Stanford, United States. pp.223-231, ⟨10.1007/978-3-030-78710-3_22⟩
Communication dans un congrès
hal-03203378v1
|
Right ventricular remodelling in CHD-PAH patients using 3D speckle trackingJESFC 2020 - 30es Journées Européennes de la Société Française de Cardiologie, Jan 2020, Paris, France. pp.163-4
Communication dans un congrès
hal-02445303v1
|
|
Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertensionJE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Communication dans un congrès
hal-02161692v1
|
|
|
Learning interactions between cardiac shape and deformation: application to pulmonary hypertension10th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, Held in Conjunction with MICCAI 2019, 2019, Shenzen, China
Communication dans un congrès
hal-02309296v1
|
3D right ventricular strain and shape in volume overload: comparative analysis of Tetralogy of Fallot and atrial septal defect patientsJE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Communication dans un congrès
hal-02161694v1
|
|
Three dimensional right ventricular strain in pediatric pulmonary hypertensionACC scientific sessions, 2019, New Orleans, United States
Communication dans un congrès
hal-01994481v1
|
|
Caractérisation statistique de l'infarctus du myocarde pour la personnalisation de modèles géométriques de lésionsCongrès National d’Imagerie du Vivant, 2019, Paris, France
Communication dans un congrès
hal-01994480v1
|
|
|
Left Ventricular Shape and Motion Reconstruction through a Healthy Model for Characterizing Remodeling after Infarction10th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2019), Jun 2019, Bordeaux, France. pp.159-167, ⟨10.1007/978-3-030-21949-9_18⟩
Communication dans un congrès
hal-02154789v1
|
|
Domain adaptation via dimensionality reduction for the comparison of cardiac simulation models10th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2019), 2019, Bordeaux, France. ⟨10.1007/978-3-030-21949-9_30⟩
Communication dans un congrès
hal-02154942v1
|
Three dimensional right ventricular global and regional strain predict outcomes in pediatric pulmonary hypertensionASE Scientific Sessions, 2019, Portland, United States
Communication dans un congrès
hal-02178261v1
|
|
Right ventricular function in acute pulmonary embolism: a three-dimensional strain studyEuroecho, 2018, Milan, Italy
Communication dans un congrès
hal-01994484v1
|
|
Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertensionESC congress, 2018, Munich, Germany
Communication dans un congrès
hal-01994488v1
|
|
|
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical ExtensionShape in Medical Imaging. ShapeMI 2018., Sep 2018, Granada, Spain. pp.116-124, ⟨10.1007/978-3-030-04747-4_11⟩
Communication dans un congrès
hal-01860274v1
|
Right ventricular remodelling in CHD-PAH patients using 3D speckle trackingEuroEcho 2018 - 22nd Annual Congressof the European Association of Cardiovascular Imaging, Dec 2018, Milan, Italy
Communication dans un congrès
hal-01994483v1
|
|
Volume overload impact on 3D right ventricular shape and strain: comparative analysis of tetralogy of Fallot and atrial septal defect patientsESC congress, 2018, Munich, Germany
Communication dans un congrès
hal-01994486v1
|
|
Machine-learning analysis of myocardial deformation patterns to predict incident heart failure or death in the general populationESC congress, 2018, Munich, Germany
Communication dans un congrès
hal-01994487v1
|
|
|
Personalization of Synthetic Pathological Left Ventricles using Learning-Based Infarct Localization and Finite-Element Inverse Modeling2018 World Congress of Biomechanics, Jul 2018, Dublin, Ireland
Communication dans un congrès
hal-01912922v1
|
Inter-operator variability of shapes and strain patterns: insights from a myocardial strain courseEuroecho, 2017, Libson, Portugal
Communication dans un congrès
hal-01994489v1
|
|
Combining imaging, biomechanical modeling and data analysis for myocardial infarct localization and characterizationJournée Scientifique de la faculté des Sciences et technologies de l'UCBL, Jun 2017, Lyon, France
Communication dans un congrès
hal-01561663v1
|
|
GENERATION OF A SYNTHETIC DATABASE OF HEART MODELS TO EVALUATE STRAIN-BASED INFARCT DETECTION ALGORITHMSRecherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès
hal-01505515v1
|
|
|
Strain-based parameters for infarct localization: evaluation via a learning algorithm on a synthetic database of pathological hearts9th International Conference, Functional Imaging and Modeling of the Heart (FIMH), 2017, Toronto, Canada. pp.106-114
Communication dans un congrès
hal-01829278v1
|
3D right ventricular strain: comparative analysis of Tetralogy of Fallot and atrial septal defectEuroecho-Imaging 2017 - Twenty-First Annual Meeting of the European Association of Echocardiography, Dec 2017, Lisbon, Portugal
Communication dans un congrès
hal-01994491v1
|
|
Three-dimensional speckle tracking of the right ventricle : implications on survivalJournées Européennes de la Société Française de Cardiologie, 2017, Paris, France
Communication dans un congrès
hal-02161690v1
|
|
Machine-learning based diagnosis of heart failure with preserved ejection fraction: how much do we agree with the guidelines?EuroEcho-Imaging, Dec 2016, Leipzig, Germany
Communication dans un congrès
hal-01352285v1
|
|
Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional spaceGRIC - Journées Francophones de Radiologie, 2016, Paris, France
Communication dans un congrès
hal-02161688v1
|
|
Three-dimensional speckle tracking of the right ventricle: implications on survival in pulmonary hypertensionEuropean Society of Cardiology (ESC) Congress, Aug 2016, Rome, Italy. pp.994
Communication dans un congrès
hal-01315011v1
|
|
|
Segmentation and registration coupling from short-axis Cine MRI: application to infarct diagnosis7th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, Held in Conjunction with MICCAI 2016, Oct 2016, Athens, Greece. pp.48-56
Communication dans un congrès
hal-01352460v1
|
|
Automatic generation of a computational model for monopolar stimulation of cochlear implantsComputer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S67-S68, ⟨10.1007/s11548-015-1213-2⟩
Communication dans un congrès
hal-01213341v1
|
|
Characterization of myocardial motion by multiple kernel learning: application to heart failure with preserved ejection fraction8th International Conference, FIMH 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings, 2015, Maastricht, Netherlands. pp.65-73, ⟨10.1007/978-3-319-20309-6_8⟩
Communication dans un congrès
hal-01208016v1
|
Quantifying the contribution of stress echocardiography to the diagnosis of heart failure with preserved ejection fractionEuroEcho-Imaging, 2015, Seville, Spain. pp.ii234, ⟨10.1093/ehjci/jev271⟩
Communication dans un congrès
hal-01217993v1
|
|
3D regional right ventricular function in pulmonary hypertensionEuroEcho-Imaging, 2015, Seville, Spain. pp.ii69, ⟨10.1093/ehjci/jev251⟩
Communication dans un congrès
hal-01217956v1
|
|
|
Quantitative analysis of lead position vs. correction of electrical dyssynchrony in an experimental model of LBBB/CRTFIMH: Functional Imaging and Modeling of the Heart, Jun 2015, Maastricht, Netherlands. pp.74-82, ⟨10.1007/978-3-319-20309-6_9⟩
Communication dans un congrès
hal-01208006v1
|
|
Prediction of infarct localization from myocardial deformationStatistical Atlases and Computational Modeling of the Heart (STACOM 2015), Oct 2015, Munich, Germany. ⟨10.1007/978-3-319-28712-6_6⟩
Communication dans un congrès
hal-01208019v2
|
Can machine learning help to identify heart failure with preserved ejection fraction?EuroEcho-Imaging, 2015, Seville, Spain. pp.ii38-9, ⟨10.1093/ehjci/jev263⟩
Communication dans un congrès
hal-01217975v1
|
|
|
Virtual cochlear electrode insertion via parallel transport frameBiomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, Apr 2015, New York, France. pp.1398 - 1401, ⟨10.1109/ISBI.2015.7164137⟩
Communication dans un congrès
hal-01207989v1
|
|
Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV InfarctStatistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2015., 2015, Munich, Germany. pp.190-198
Communication dans un congrès
hal-01206710v1
|
Statistical significance of 3D motion and deformation indexes for the analysis of LAD infarctionEuroEcho-Imaging, 2015, Seville, Spain. pp.ii81, ⟨10.1093/ehjci/jev278⟩
Communication dans un congrès
hal-01217963v1
|
|
|
Patient-specific virtual insertion of electrode array for electrical simulation of cochlear implantsComputer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S102-S103, ⟨10.1007/s11548-015-1213-2⟩
Communication dans un congrès
hal-01213345v1
|
|
Myocardial motion estimation combining tissue Doppler and B-mode echocardiographic images16th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2013), 2013, Nagoya, Japan. pp.484-491, ⟨10.1007/978-3-642-40763-5_60⟩
Communication dans un congrès
hal-02320234v1
|
|
Image-based estimation of myocardial acceleration using TDFFD: a phantom studyStatistical Atlases and Computational Modeling of the Heart (STACOM 2013), 2013, Nagoya, Japan. pp.262-270, ⟨10.1007/978-3-642-54268-8_31⟩
Communication dans un congrès
hal-02320194v1
|
|
Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantomSPIE Conference on Medical Imaging, 2013, Lake Buena Vista, United States. pp.86710U, ⟨10.1117/12.2008068⟩
Communication dans un congrès
hal-02320276v1
|
|
Manifold learning characterization of abnormal myocardial motion patterns: application to CRT-induced changesFunctional Imaging and Modeling of the Heart (FIMH), 2013, London, United Kingdom. pp.450-457, ⟨10.1007/978-3-642-38899-6_53⟩
Communication dans un congrès
hal-02320263v1
|
|
Adaptation of multiscale function extension to inexact matching. Application to the mapping of individuals to a learnt manifoldSEE International Conference on Geometric Science of Information (GSI 2013), 2013, Paris, France. pp.578-586, ⟨10.1007/978-3-642-40020-9_64⟩
Communication dans un congrès
hal-02320250v1
|
|
Analyzing electrical patterns in an experimental swine model of dyssynchrony and CRTComputing in Cardiology 2013 (CINC 2013), 2013, Zaragoza, Spain. pp.623-626
Communication dans un congrès
hal-02320217v1
|
|
SPM to the heart: mapping of 4D continuous velocities for motion abnormality quantificationInternational Symposium on Biomedical Imaging (ISBI), 2012, Barcelone, Spain. pp.454-457, ⟨10.1109/ISBI.2012.6235582⟩
Communication dans un congrès
hal-02320726v1
|
|
Temporal diffeomorphic Free Form Deformation to quantify changes induced by left and right bundle branch block and pacingStatistical Atlases and Computational Models of the Heart (STACOM), MICCAI’12 Workshop, 2012, Nice, France. pp.134-141, ⟨10.1007/978-3-642-36961-2_16⟩
Communication dans un congrès
hal-02320720v1
|
Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences?STIA 2012 (Spatio-Temporal Image Analysis for Longitudinal and Time-Series Image Data, Sep 2012, Nice, France. pp.25-37, ⟨10.1007/978-3-642-33555-6_3⟩
Communication dans un congrès
hal-00813822v1
|
|
|
Construction of a Statistical Atlas of the Whole Heart from a Large 4D CT DatabaseComputing in Cardiology (CinC), 2012, Krakow, Poland. pp.541-545
Communication dans un congrès
hal-02320722v1
|
|
Temporal diffeomorphic Free Form Deformation (TDFFD) applied to motion and deformation quantification of tagged MRI sequencesStatistical Atlases and Computational Models of the Heart (STACOM), MICCAI’11 Workshop, 2011, Toronto, Canada. pp.68-77, ⟨10.1007/978-3-642-28326-0_7⟩
Communication dans un congrès
hal-02320745v1
|
|
Characterizing Pathological Deviations from Normality using Constrained Manifold-LearningInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2011, Toronto, Canada. pp.256-263, ⟨10.1007/978-3-642-23626-6_32⟩
Communication dans un congrès
hal-02320743v1
|
|
Atlas-based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?Statistical Atlases and Computational Models of the Heart (STACOM), MICCAI’10 Workshop, 2010, Beijing, China. pp.65-74, ⟨10.1007/978-3-642-15835-3_7⟩
Communication dans un congrès
hal-02320748v1
|
|
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US ImagesInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2010, Beijing, China. pp.1-8, ⟨10.1007/978-3-642-15745-5_1⟩
Communication dans un congrès
hal-02320746v1
|
|
A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas constructionSPIE Conference on Medical Imaging, 2010, San Diego, United States. pp.76231R, ⟨10.1117/12.844428⟩
Communication dans un congrès
hal-02320752v1
|
|
Atlas construction and image analysis using statistical cardiac modelsStatistical Atlases and Computational Models of the Heart (STACOM), MICCAI’10 Workshop, 2010, Beijing, China. pp.1-13, ⟨10.1007/978-3-642-15835-3_1⟩
Communication dans un congrès
hal-02320750v1
|
|
Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of MotionInternational Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2009, London, United Kingdom. pp.759-766, ⟨10.1007/978-3-642-04271-3_92⟩
Communication dans un congrès
hal-02320756v1
|
|
Optimization of beam parameters and iodine quantification in dual-energy contrast enhanced digital breast tomosynthesisSPIE Conference on Medical Imaging, 2008, San Diego, United States. pp.69130Z, ⟨10.1117/12.770148⟩
Communication dans un congrès
hal-02320759v1
|
Assessment of laser-dazzling effects on TV cameras by means of pattern recognition algorithmsSPIE Conference on Technologies for Optical Countermeasures, 2007, Florence, Italy. pp.67380J
Communication dans un congrès
hal-02320761v1
|
AI and Big Data in CardiologySpringer International Publishing, 2023, ⟨10.1007/978-3-031-05071-8⟩
Ouvrages
hal-04212021v1
|
|
Functional Imaging and Modeling of the HeartSpringer Nature Switzerland, 13958, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-35302-4⟩
Ouvrages
hal-04446222v1
|
|
Outcome PredictionAI and Big Data in Cardiology : A Practical Guide, Springer International Publishing, pp.105-133, 2023, 978-3-031-05070-1. ⟨10.1007/978-3-031-05071-8_6⟩
Chapitre d'ouvrage
hal-04212068v1
|
|
ConclusionsAI and Big Data in Cardiology, Springer International Publishing, pp.201-203, 2023, ⟨10.1007/978-3-031-05071-8_11⟩
Chapitre d'ouvrage
hal-04212071v1
|
|
Analysis of Non-imaging DataAI and Big Data in Cardiology, Springer International Publishing, pp.183-200, 2023, ⟨10.1007/978-3-031-05071-8_10⟩
Chapitre d'ouvrage
hal-04212070v1
|
|
AI and Machine Learning: The BasicsAI and Big Data in Cardiology, Springer International Publishing, pp.11-33, 2023, ⟨10.1007/978-3-031-05071-8_2⟩
Chapitre d'ouvrage
hal-04212045v1
|
|
Machine learning and biophysical models: how to benefit each other?Reduced Order Models for the Biomechanics of Living Organs, Elsevier, pp.147-164, 2023, ⟨10.1016/B978-0-32-389967-3.00009-3⟩
Chapitre d'ouvrage
hal-04212035v1
|
|
DiagnosisAI and Big Data in Cardiology, Springer International Publishing, pp.85-103, 2023, ⟨10.1007/978-3-031-05071-8_5⟩
Chapitre d'ouvrage
hal-04212059v1
|
|
From Machine Learning to Deep LearningAI and Big Data in Cardiology, Springer International Publishing, pp.35-56, 2023, ⟨10.1007/978-3-031-05071-8_3⟩
Chapitre d'ouvrage
hal-04212050v1
|
Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial InfarctionFunctional Imaging and Modeling of the Heart, 13958, Springer Nature Switzerland, pp.678-687, 2023, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-35302-4_69⟩
Chapitre d'ouvrage
hal-04445691v1
|
|
|
IntroductionAI and Big Data in Cardiology, Springer International Publishing, pp.1-10, 2023, ⟨10.1007/978-3-031-05071-8_1⟩
Chapitre d'ouvrage
hal-04212037v1
|
|
Three-dimensional assessment of cardiac motion and deformation3D echocardiography, 3rd edition, 2020
Chapitre d'ouvrage
hal-02460177v1
|
|
Learning pathological deviations from a normal pattern of myocardial motion: Added value for CRT studies?Guorong Wu; Dinggang Shen; Mert Sabuncu. Machine learning and medical imaging, 1st Edition, Elsevier, pp.365-382, 2016
Chapitre d'ouvrage
hal-01352464v1
|
|
Three-dimensional Assessment of Cardiac Motion and DeformationT Shiota, ed. 3D echocardiography, 2nd edition, CRC press, pp.201-213, 2013, 9781841849935
Chapitre d'ouvrage
hal-02320766v1
|
|
3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation2018
Pré-publication, Document de travail
hal-01755317v1
|
|
Atlas statistiques et apprentissage de représentations pour la caractérisation de la fonction cardiaque à l’échelle de populationsImagerie médicale. Université Claude Bernard Lyon 1, 2023
HDR
tel-04540429v1
|