Nicolas Duchateau

148
Documents

Publications

Publications

Detailed evaluation of a population-wise personalization approach to generate synthetic myocardial infarct images

Anastasia Konik , Patrick Clarysse , Nicolas Duchateau
Pattern Recognition Letters, 2025, 188, pp.8-14. ⟨10.1016/j.patrec.2024.11.017⟩
Article dans une revue hal-04805237 v1

AI-Based Strain Estimation in Echocardiography Using Open and Collaborative Data

Nicolas Duchateau , Gabriel Bernardino
JACC: Cardiovascular Imaging, 2024, 17 (8), pp.877-879. ⟨10.1016/j.jcmg.2024.05.020⟩
Article dans une revue hal-04805284 v1
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Hierarchical data integration with Gaussian processes: application to the characterization of cardiac ischemia-reperfusion patterns

Benoit Freiche , Gabriel Bernardino , Romain Deleat-Besson , Patrick Clarysse , Nicolas Duchateau
IEEE Transactions on Medical Imaging, In press, ⟨10.1109/TMI.2024.3512175⟩
Article dans une revue hal-04825173 v1

Challenges for augmenting intelligence in cardiac imaging

Partho Sengupta , Damini Dey , Rhodri Davies , Nicolas Duchateau , Naveena Yanamala
The Lancet Digital Health, 2024, 6 (10), pp.e739-e748. ⟨10.1016/S2589-7500(24)00142-0⟩
Article dans une revue hal-04805259 v1

Pixel-wise statistical analysis of myocardial injury in STEMI patients with delayed enhancement MRI

Nicolas Duchateau , Magalie Viallon , Lorena Petrusca , Patrick Clarysse , Nathan Mewton et al.
Frontiers in Cardiovascular Medicine, 2023, 10, ⟨10.3389/fcvm.2023.1136760⟩
Article dans une revue hal-04153424 v1
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Echocardiography Segmentation with Enforced Temporal Consistency

Nathan Painchaud , Nicolas Duchateau , Olivier Bernard , Pierre-Marc Jodoin
IEEE Transactions on Medical Imaging, 2022, 41 (10), pp.2867-2878. ⟨10.1109/TMI.2022.3173669⟩
Article dans une revue hal-03672999 v1
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Characterizing interactions between cardiac shape and deformation by non-linear manifold learning

Maxime Di Folco , Moceri Pamela , Patrick Clarysse , Nicolas Duchateau
Medical Image Analysis, 2021, pp.102278. ⟨10.1016/j.media.2021.102278⟩
Article dans une revue hal-03407714 v1
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Direction-dependent decomposition of 3D right ventricular motion: beware of approximations

Nicolas Duchateau , Pamela Moceri , Maxime Sermesant
Journal of The American Society of Echocardiography, 2021, 34 (2), pp.201-203. ⟨10.1016/j.echo.2020.08.023⟩
Article dans une revue hal-03538132 v1
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Additional prognostic value of echocardiographic follow-up in pulmonary hypertension - role of 3D right ventricular area strain

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Fabien Squara , Sok Sithikun Bun et al.
European Heart Journal - Cardiovascular Imaging, 2021, ⟨10.1093/ehjci/jeab240⟩
Article dans une revue hal-03544765 v1
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Value of 3D right ventricular function over 2D assessment in acute pulmonary embolism

Pamela Moceri , Nicolas Duchateau , Benjamin Sartre , Delphine Baudouy , Fabien Squara et al.
Echocardiography, 2021, ⟨10.1111/echo.15167⟩
Article dans une revue hal-03544761 v1
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Right ventricular area strain from 3D echocardiography: mechanistic insight of right ventricular dysfunction in pediatric pulmonary hypertension

Pei-Ni Jone , Nicolas Duchateau , Zhaoxing Pan , Dunbar Ivy , Pamela Moceri
The Journal of Heart and Lung Transplantation, 2020
Article dans une revue hal-03088218 v1

Mortality and pulmonary complications in patients undergoing surgery with perioperative SARS-CoV-2 infection: an international cohort study

Dmitri Nepogodiev , Aneel Bhangu , James Glasbey , Elizabeth Li , Omar Omar et al.
The Lancet, 2020, 396 (10243), pp.27-38. ⟨10.1016/s0140-6736(20)31182-x⟩
Article dans une revue hal-04545439 v1

Machine learning approaches for myocardial motion and deformation analysis

Nicolas Duchateau , Andrew King , Mathieu de Craene
Frontiers in Cardiovascular Medicine, 2020, 6, pp.190. ⟨10.3389/fcvm.2019.00190⟩
Article dans une revue hal-02408651 v1
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Proposed Requirements for Cardiovascular Imaging Related Machine Learning Evaluation (PRIME) Checklist Reviewed by the American College of Cardiology Health Care Innovation Council

Partho P Sengupta , Sirish Shrestha , Béatrice Berthon , Emmanuel Messas , Erwan Donal et al.
Journal of the American College of Cardiology, 2020, ⟨10.1016/j.jcmg.2020.07.015⟩
Article dans une revue hal-04060177 v1
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Proposed Requirements for Cardiovascular Imaging Related Machine Learning Evaluation (PRIME) Checklist

Partho Sengupta , Sirish Shrestha , Béatrice Berthon , Emmanuel Messas , Erwan Donal et al.
JACC: Cardiovascular Imaging, 2020, 13, pp.2017-35
Article dans une revue hal-03019705 v1
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Variability in the assessment of myocardial strain patterns: Implications for adequate interpretation

Nicolas Duchateau , Filip Loncaric , Maja Cikes , Adelina Doltra , Marta Sitges et al.
Ultrasound in Medicine & Biology, 2020, 46, pp.244-254
Article dans une revue hal-02350822 v1
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3D right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loading

Pamela Moceri , Nicolas Duchateau , Stéphane Gillon , Lolita Jaunay , Delphine Baudouy et al.
European Heart Journal - Cardiovascular Imaging, In press, 22 (10), pp.1174-1181. ⟨10.1093/ehjci/jeaa189⟩
Article dans une revue hal-02913107 v1
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Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy

Maja Cikes , Sergio Sanchez-Martinez , Brian Claggett , Nicolas Duchateau , Gemma Piella et al.
European Journal of Heart Failure, 2019, 21 (1), pp.74-85. ⟨10.1002/ejhf.1333⟩
Article dans une revue hal-01912849 v1
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Statistical shape modeling of the left ventricle: myocardial infarct classification challenge

Avan A Suinesiaputra , Pierre A Ablin , Xènia A Albà , Martino Alessandrini , Jack A Allen et al.
IEEE Journal of Biomedical and Health Informatics, 2018, 22 (3), pp.503-515. ⟨10.1109/JBHI.2017.2652449⟩
Article dans une revue hal-01533805 v1
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Three-dimensional right-ventricular regional deformation and survival in pulmonary hypertension

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Elie-Dan Schouver , Sylvie Leroy et al.
European Heart Journal - Cardiovascular Imaging, 2018, 19, pp.450-458. ⟨10.1093/ehjci/jex163⟩
Article dans une revue hal-01533793 v1
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3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation

Qiao Zheng , Hervé Delingette , Nicolas Duchateau , Nicholas Ayache
IEEE Transactions on Medical Imaging, 2018, 37, pp.2137-2148
Article dans une revue hal-01753086 v1
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Right Ventricular Function Evolution With Pregnancy in Repaired Tetralogy of Fallot

Pamela Moceri , Maxime Sermesant , Delphine Baudouy , Emile Ferrari , Nicolas Duchateau
Canadian Journal of Cardiology, 2018, 34 (10), pp.1369.e9 - 1369.e11. ⟨10.1016/j.cjca.2018.06.010⟩
Article dans une revue hal-01926967 v1
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Model-based generation of large databases of cardiac images: synthesis of pathological cine MR sequences from real healthy cases

Nicolas Duchateau , Maxime Sermesant , Hervé Delingette , Nicholas Ayache
IEEE Transactions on Medical Imaging, 2018, 37, pp.755-766. ⟨10.1109/TMI.2017.2714343⟩
Article dans une revue hal-01533788 v1
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Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamas Erdei , Gabor Kunszt , Svend Aakhus et al.
Circulation: Cardiovascular Imaging, 2018, 11 (4), ⟨10.1161/CIRCIMAGING.117.007138⟩
Article dans une revue hal-02282401 v1
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Quantitative analysis of electro-anatomical maps: application to an experimental model of LBBB/CRT

David Soto-Iglesias , Nicolas Duchateau , Constantine Butakoff , David Andreu , Juan Fernández-Armenta et al.
IEEE Journal of Translational Engineering in Health and Medicine, 2017, 5, pp.1900215. ⟨10.1109/JTEHM.2016.2634006⟩
Article dans une revue hal-01398828 v1
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Characterization of myocardial motion patterns by unsupervised multiple kernel learning

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamas Erdei , Alan Fraser , Bart Bijnens et al.
Medical Image Analysis, 2017, 35, pp.70-82. ⟨10.1016/j.media.2016.06.007⟩
Article dans une revue hal-01331550 v1
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Differential atrial performance at rest and exercise in athletes: Potential trigger for developing atrial dysfunction?

L. Gabrielli , B. Bijnens , C. Brambila , Nicolas Duchateau , J. Marin et al.
Scandinavian Journal of Medicine and Science in Sports, 2016, 26 (12), pp.1444-1454. ⟨10.1111/sms.12610⟩
Article dans une revue hal-02282403 v1
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Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional space

Nicolas Duchateau , Mathieu de Craene , Pascal Allain , Eric Saloux , Maxime Sermesant
IEEE Transactions on Medical Imaging, 2016, 35 (10), pp.2340-2352. ⟨10.1109/TMI.2016.2562181⟩
Article dans une revue hal-01314767 v1
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Automatic model generation framework for computational simulation of cochlear implantation

Nerea Mangado , Mario Ceresa , Nicolas Duchateau , Hans Martin Kjer , Sergio Vera et al.
Annals of Biomedical Engineering, 2016, 44 (8), pp.2453-2463. ⟨10.1007/s10439-015-1541-y⟩
Article dans une revue hal-01314765 v1
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Dyssynchronization reduces dynamic obstruction without affecting systolic function in patients with hypertrophic obstructive cardiomyopathy: a pilot study

Geneviève Giraldeau , Nicolas Duchateau , Bart Bijnens , Luigi Gabrielli , Diego Penela et al.
International Journal of Cardiovascular Imaging, 2016, 32 (8), pp.1179-1188. ⟨10.1007/s10554-016-0903-3⟩
Article dans une revue hal-02282402 v1
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Quantification of local changes in myocardial motion by diffeomorphic registration via currents: Application to paced hypertrophic obstructive cardiomyopathy in 2D echocardiographic sequences

Nicolas Duchateau , Geneviève Giraldeau , Luigi Gabrielli , Juan Fernández-Armenta , Diego Penela et al.
Medical Image Analysis, 2015, 19 (1), pp.203-219. ⟨10.1016/j.media.2014.10.005⟩
Article dans une revue hal-02282407 v1
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Left atrial dysfunction relates to symptom onset in patients with heart failure and preserved left ventricular ejection fraction

L. Sanchis , L. Gabrielli , R. Andrea , C. Falces , Nicolas Duchateau et al.
European Heart Journal - Cardiovascular Imaging, 2015, 16 (1), pp.62-67. ⟨10.1093/ehjci/jeu165⟩
Article dans une revue hal-02282410 v1
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Inter-atrial dyssynchrony may contribute to heart failure symptoms in patients with preserved ejection fraction : a potential novel therapeutic target.

Laura Sanchis , Luca Vannini , Luigi Gabrielli , Nicolas Duchateau , Carles Falces et al.
Echocardiography, 2015, 32 (11), pp.1655-1661. ⟨10.1111/echo.12927⟩
Article dans une revue istex hal-02282406 v1
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Myocardial motion and deformation patterns in an experimental swine model of acute LBBB/CRT and chronic infarct

Nicolas Duchateau , Marta Sitges , Adelina Doltra , Juan Fernández-Armenta , Nuria Solanes et al.
International Journal of Cardiovascular Imaging, 2014, 30 (5), pp.875-887. ⟨10.1007/s10554-014-0403-2⟩
Article dans une revue hal-02282411 v1
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Atrial functional and geometrical remodeling in highly trained male athletes: for better or worse?

Luigi Gabrielli , Bart Bijnens , Constantine Butakoff , Nicolas Duchateau , Silvia Montserrat et al.
European Journal of Applied Physiology, 2014, 114 (6), pp.1143-1152. ⟨10.1007/s00421-014-2845-6⟩
Article dans une revue hal-02282412 v1

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

Antonio Porras , Martino Alessandrini , Mathieu de Craene , Nicolas Duchateau , Marta Sitges et al.
IEEE Transactions on Medical Imaging, 2014, 33 (11), pp.2098 - 2106. ⟨10.1109/TMI.2014.2331392⟩
Article dans une revue hal-01095151 v1
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Development of a Swine Model of Left Bundle Branch Block for Experimental Studies of Cardiac Resynchronization Therapy

Montserrat Rigol , Núria Solanes , Juan Fernández-Armenta , Etelvino Silva , Adelina Doltra et al.
Journal of Cardiovascular Translational Research, 2013, 6 (4), pp.616-622. ⟨10.1007/s12265-013-9464-1⟩
Article dans une revue hal-02282415 v1
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Model generation of coronary artery bifurcations from CTA and single plane angiography

Rubén Cárdenes , José L Diez , Nicolas Duchateau , Ali Pashaei , Alejandro Frangi
Medical Physics, 2013, 40 (1), pp.013701. ⟨10.1118/1.4769118⟩
Article dans une revue hal-02282419 v1
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A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT

C. Hoogendoorn , Nicolas Duchateau , D. Sanchez-Quintana , T. Whitmarsh , F. Sukno et al.
IEEE Transactions on Medical Imaging, 2013, 32 (1), pp.28-44. ⟨10.1109/TMI.2012.2230015⟩
Article dans une revue hal-02282416 v1

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

Catalina Tobon-Gomez , Nicolas Duchateau , Rafael Sebastian , Stéphanie Marchesseau , Oscar Camara et al.
Medical and Biological Engineering and Computing, 2013, pp.1--16. ⟨10.1007/s11517-013-1044-7⟩
Article dans une revue istex hal-00840037 v1
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Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography

Mathieu de Craene , Gemma Piella , Oscar Camara , Nicolas Duchateau , Etelvino Silva et al.
Medical Image Analysis, 2012, 16 (2), pp.427-450. ⟨10.1016/j.media.2011.10.006⟩
Article dans une revue hal-02282425 v1
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Constrained manifold learning for the characterization of pathological deviations from normality

Nicolas Duchateau , Mathieu de Craene , Gemma Piella , Alejandro Frangi
Medical Image Analysis, 2012, 16 (8), pp.1532-1549. ⟨10.1016/j.media.2012.07.003⟩
Article dans une revue hal-02282424 v1
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Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-Value for Understanding the Effect of Cardiac Resynchronization Therapy

Nicolas Duchateau , Adelina Doltra , Etelvino Silva , Mathieu de Craene , Gemma Piella et al.
Ultrasound in Medicine & Biology, 2012, 38 (12), pp.2186-2197. ⟨10.1016/j.ultrasmedbio.2012.08.009⟩
Article dans une revue hal-02282422 v1
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A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities

Nicolas Duchateau , Mathieu de Craene , Gemma Piella , Etelvino Silva , Adelina Doltra et al.
Medical Image Analysis, 2011, 15 (3), pp.316-328. ⟨10.1016/j.media.2010.12.006⟩
Article dans une revue hal-02282430 v1

Investigation of cardiac-rhythm related differences in hemodynamics using a 3D universal left atrial coordinate system dedicated to 4D Flow MRI

Monica Sigovan , Sara Boccalini , Marta Beghella , Vicky Y. Wang , Ayah Elsayed et al.
International Society for Magnetic Resonance in Medicine (ISMRM) congress, 2025, Hawaï, United States
Communication dans un congrès hal-04971632 v1

Évaluation d'une approche de personnalisation à l’échelle d’une population pour générer des images synthétiques 2D et 3D d'infarctus du myocarde

Anastasia Konik , Patrick Clarysse , Nicolas Duchateau
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2025, Nice, France
Communication dans un congrès hal-04971685 v1
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Towards Better Interpretability of Sepsis Prediction by Deep Neural Networks with Variable-wise Attribution Maps

P.-E Thiboud , V Wargnier-Dauchelle , M Lefort , N Duchateau , M Sdika
2025 IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2025, Houston (Texas), United States
Communication dans un congrès hal-04776927 v3
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Vers une meilleure interprétabilité des réseaux de neurones pour la prédiction du sepsis via des cartes d'attribution variable par variable

Pierre-Elliott Thiboud , Valentine Wargnier-Dauchelle , Mathieu Lefort , Nicolas Duchateau , Michaël Sdika
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), Mar 2025, Nice, France
Communication dans un congrès hal-04971677 v1
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Population-based personalization of a 2D diffusion-based model of myocardial infarct

Anastasia Konik , Romain Deleat-Besson , Patrick Clarysse , Nicolas Duchateau
International Conference on Functional Imaging and Modeling of the Heart (FIMH), 2025, Dallas, United States
Communication dans un congrès hal-05046435 v1

Adaptation de domaine de segmentations échocardiographiques via l’apprentissage par renforcement

Arnaud Judge , Thierry Judge , Nicolas Duchateau , Roman Sandler , Joseph Sokol et al.
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2025, Nice, France
Communication dans un congrès hal-04971655 v1

Développement d’une plateforme dédiée au contrôle de qualité, correction et suivi de données étiquetées pour la segmentation par apprentissage

William A. Romero R. , Olivier Bernard , Lorena Petrusca , Nicolas Duchateau , Patrick Clarysse et al.
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France
Communication dans un congrès hal-04825182 v1

Fusion d'échocardiographie et de dossiers médicaux pour la caractérisation de l'hypertension

Nathan Painchaud , Pierre-Yves Courand , Pierre-Marc Jodoin , Nicolas Duchateau , Olivier Bernard
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France
Communication dans un congrès hal-04825186 v1

Apprentissage de représentation pour la quantification de biais dans l’analyse de populations: application à la comparaison du LGE conventionnel vs. synthétique avec TI optimal

Romain Deleat-Besson , Magalie Viallon , Lorena Petrusca , P Croisille , Nicolas Duchateau
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2024, Grenoble, France
Communication dans un congrès hal-04825179 v1
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AI-based comparison of conventional LGE & synthetic MagIR-LGE with optimal inversion-time: impact on population analysis?

Romain Deleat-Besson , Magalie Viallon , Lorena Petrusca , P Croisille , Nicolas Duchateau
SCMR, Jan 2024, London, United Kingdom
Communication dans un congrès hal-04361033 v1
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A population-based approach to the simulation of realistic 3D myocardial infarction

Anastasia Konik , Nicolas Duchateau , Patrick Clarysse
Recherche en Imagerie et Technologies pour la Santé (RITS) 2024, Jun 2024, Aubière, France
Communication dans un congrès hal-04608087 v1
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Identification de modèles à l'échelle d'une population : application à l'infarctus du myocarde

Anastasia Konik , Patrick Clarysse , Nicolas Duchateau
Journées du GDR MECABIO Santé, Dec 2024, Metz, France
Communication dans un congrès hal-04805483 v1

Fusing echocardiography images and medical records for continuous patient stratification

Nathan Painchaud , Pierre-Yves Courand , Pierre-Marc Jodoin , Nicolas Duchateau , Olivier Bernard
Medical Imaging with Deep Learning (MIDL) - short papers, 2024, Paris, France
Communication dans un congrès hal-04825247 v1
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Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning

Arnaud Judge , Thierry Judge , Nicolas Duchateau , Roman Sandler , Joseph Sokol et al.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024, Marrakesh, Morocco
Communication dans un congrès hal-04650344 v1

Exploration of age-related hemodynamic and mechanical changes in the human thoracic aorta using an atlas based approach

Elodie Piot , Nicolas Duchateau , Marine Menut , Benyebka Bousaïd , Patrick Clarysse et al.
International Society for Magnetic Resonance in Medicine (ISMRM), 2023, Toronto, Canada
Communication dans un congrès hal-04825221 v1

Segmentation de séquences échocardiographiques avec contraintes de cohérence temporelle

Nathan Painchaud , Nicolas Duchateau , Olivier Bernard , Pierre-Marc Jodoin
Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale (IABM), 2023, Paris, France
Communication dans un congrès hal-04825208 v1
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Which anatomical directions to quantify local right ventricular strain in 3D echocardiography?

Maxime Di Folco , Thomas Dargent , Gabriel Bernardino , Patrick Clarysse , Nicolas Duchateau
12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.607-615
Communication dans un congrès hal-04096724 v1
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Localizing cardiac dyssynchrony in M-mode echocardiography with attention maps

Marta Saiz-Vivó , Isaac Capallera , Nicolas Duchateau , Gabriel Bernardino , Gemma Piella et al.
12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.688-697
Communication dans un congrès hal-04096726 v1

Effect of ASD closure on right ventricular function using 3D echocardiography

Pamela Moceri , Nicolas Duchateau , Lolita Jaunay , Delphine Baudouy , Maxime Sermesant et al.
Journées Européennes de la Société Française de Cardiologie (JESFC), 2023, Paris, France. pp.68-69, ⟨10.1016/j.acvdsp.2022.10.127⟩
Communication dans un congrès hal-04825192 v1
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Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial Infarction

Bianca Freytag , Nicolas Duchateau , Lorena Petrusca , Jacques Ohayon , P Croisille et al.
12th International Conferenceon Functional Imaging and Modeling of the Heart (FIMH 2023), LNCS, Jun 2023, Lyon, France. pp.678-687
Communication dans un congrès hal-04096727 v1
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Strainger things: discrete differential geometry for transporting right ventricular deformation across meshes

Gabriel Bernardino , Thomas Dargent , Oscar Camara , Nicolas Duchateau
12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.338-346, ⟨10.1007/978-3-031-35302-4_35⟩
Communication dans un congrès hal-04096720 v1

Machine learning for the generation of personalized image analysis protocol in echocardiography: a pilot study in arterial hypertension

Gabriel Bernardino , Filip Loncaric , Anders Jonsson , Pablo-Miki Marti Castellote , Marta Sitges et al.
EACVI Congress, 2023, Barcelone, Spain. ⟨10.1093/ehjci/jead119.353⟩
Communication dans un congrès hal-04825200 v1

Exploration of age-related hemodynamic changes using an atlas based analysis of 4D flow MRI: a preliminary study

Elodie Piot , Nicolas Duchateau , Philippe Douek , Sara Boccalini , Monica Sigovan
Society for Magnetic Resonance Angiography (SMRA), 2022, Los Angeles, United States
Communication dans un congrès hal-04825233 v1
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Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling

Gabriel Bernardino , Patrick Clarysse , Álvaro Sepúlveda-Martínez , Mérida Rodríguez-López , Susanna Prat-Gonzàlez et al.
Statistical 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-03536022 v1
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Reinforcement learning for active modality selection during diagnosis

Gabriel Bernardino , Anders Jonsson , Filip Loncaric , Pablo-Miki Marti Castellote , Marta Sitges et al.
25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Communication dans un congrès hal-03752018 v1
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Population-based personalization of geometric models of myocardial infarction

Kannara Mom , Patrick Clarysse , Nicolas Duchateau
Functional Imaging and Modelling of the Heart, 2021, Stanford, United States. In press
Communication dans un congrès hal-03203372 v1
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Hierarchical manifold learning for the interpretation of multi-level data -Application to cardiac imaging

Benoit Freiche , Patrick Clarysse , Magalie Viallon , P. Croisille , Nicolas Duchateau
Medical Image Analysis and Artificial Intelligence (MAI), 2nd Sino-French workshop. 2021., Oct 2021, Virtual, France
Communication dans un congrès hal-03522559 v1
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Investigation of the impact of normalization on the study of interactions between myocardial shape and deformation

Maxime Di Folco , Nicolas Guigui , Patrick Clarysse , Pamela Moceri , Nicolas Duchateau
FIMH 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-03203378 v1

Velocity-based cardiac self-gating in free-running radial 4D Flow MRI

Monica Sigovan , N Duchateau , Philippe Douek , C Prieto , L. Boussel
Society for Magnetic Resonance Angiography 33rd Annual International Conference, Sep 2021, Virtuel, United States
Communication dans un congrès hal-03749159 v1
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Characterizing myocardial ischemia and reperfusion patterns with hierarchical manifold learning

Benoit Freiche , Patrick Clarysse , Magalie Viallon , P. Croisille , Nicolas Duchateau
Statistical Atlases and Computational Modeling of the Heart (STACOM), MICCAI Workshop, 2021, Strasbourg, France
Communication dans un congrès hal-03510191 v1

Pixel-wise statistical analysis of lesion patterns: a fresh look at immediate vs. delayed stenting of the Minimalist Immediate Mechanical Intervention approach (MIMI) in acute STEMI

Nicolas Duchateau , Magalie Viallon , Lorena Petrusca , Patrick Clarysse , Loic Belle et al.
Society for Cardiovascular Magnetic Resonance (SCMR), 2021, Virtual conference, United Kingdom
Communication dans un congrès hal-04825240 v1

Right ventricular remodelling in CHD-PAH patients using 3D speckle tracking

Pamela Moceri , Nicolas Duchateau , N Dursent , Xavier Iriart , Sébastien Hascoet et al.
JESFC 2020 - 30es Journées Européennes de la Société Française de Cardiologie, Jan 2020, Paris, France. pp.163-4
Communication dans un congrès hal-02445303 v1

Caractérisation statistique de l'infarctus du myocarde pour la personnalisation de modèles géométriques de lésions

M Di Folco , Nicolas Duchateau , Magalie Viallon , Pierre Croisille , P Clarysse
Congrès National d’Imagerie du Vivant, 2019, Paris, France
Communication dans un congrès hal-01994480 v1
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Learning interactions between cardiac shape and deformation: application to pulmonary hypertension

Maxime Di Folco , Patrick Clarysse , Pamela Moceri , Nicolas Duchateau
10th 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-02309296 v1

Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertension

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Céline Sanfiorenzo , Fabien Squara et al.
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Communication dans un congrès hal-02161692 v1
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Left Ventricular Shape and Motion Reconstruction through a Healthy Model for Characterizing Remodeling after Infarction

Mathieu de Craene , Paolo Piro , Nicolas Duchateau , Pascal Allain , Eric Saloux
10th 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-02154789 v1

Three dimensional right ventricular global and regional strain predict outcomes in pediatric pulmonary hypertension

Pei-Ni Jone , Nicolas Duchateau , Zhaoxing Pan , Dunbar Ivy , Pamela Moceri
ASE Scientific Sessions, 2019, Portland, United States
Communication dans un congrès hal-02178261 v1

6-month echocardiographic changes in pulmonary hypertension patients - Prognostic value of 3D area strain

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Alexandre Poulard , Céline Sanfiorenzo et al.
Journées Européennes de la Société Française de Cardiologie (JESFC), 2019, Paris, France. pp.e327, ⟨10.1016/j.acvdsp.2019.04.052⟩
Communication dans un congrès hal-04827622 v1

Three dimensional right ventricular strain in pediatric pulmonary hypertension

Pei-Ni Jone , Nicolas Duchateau , Zhaoxing Pan , Dunbar Ivy , Pamela Moceri
ACC scientific sessions, 2019, New Orleans, United States
Communication dans un congrès hal-01994481 v1

3D right ventricular strain and shape in volume overload: comparative analysis of Tetralogy of Fallot and atrial septal defect patients

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Fabien Squara , Emile Ferrari et al.
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Communication dans un congrès hal-02161694 v1
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Domain adaptation via dimensionality reduction for the comparison of cardiac simulation models

Nicolas Duchateau , Kenny Rumindo , Patrick Clarysse
10th 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-02154942 v1

Right ventricular function in acute pulmonary embolism: a three-dimensional strain study

Pamela Moceri , Nicolas Duchateau , Benjamin Sartre , M Sermesant , Emile Ferrari
Euroecho, 2018, Milan, Italy
Communication dans un congrès hal-01994484 v1

Volume overload impact on 3D right ventricular shape and strain: comparative analysis of tetralogy of Fallot and atrial septal defect patients

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Fabien Squara , Emile Ferrari et al.
ESC congress, 2018, Munich, Germany
Communication dans un congrès hal-01994486 v1
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Personalization of Synthetic Pathological Left Ventricles using Learning-Based Infarct Localization and Finite-Element Inverse Modeling

G Kenny Rumindo , Nicolas Duchateau , Jacques Ohayon , Pierre Croisille , Patrick Clarysse
2018 World Congress of Biomechanics, Jul 2018, Dublin, Ireland
Communication dans un congrès hal-01912922 v1
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Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension

Shuman Jia , Nicolas Duchateau , Pamela Moceri , Maxime Sermesant , Xavier Pennec
Shape 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-01860274 v1

Right ventricular remodelling in CHD-PAH patients using 3D speckle tracking

Pamela Moceri , Nicolas Duchateau , N Dursent , Xavier Iriart , Sébastien Hascoet et al.
EuroEcho 2018 - 22nd Annual Congressof the European Association of Cardiovascular Imaging, Dec 2018, Milan, Italy
Communication dans un congrès hal-01994483 v1

Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertension

Pamela Moceri , Nicolas Duchateau , D Baudouy , C Sanfiorenzo , F Squara et al.
ESC congress, 2018, Munich, Germany
Communication dans un congrès hal-01994488 v1

Machine-learning analysis of myocardial deformation patterns to predict incident heart failure or death in the general population

S Sanchez , M Cikes , B Claggett , Nicolas Duchateau , G Piella et al.
ESC congress, 2018, Munich, Germany
Communication dans un congrès hal-01994487 v1
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Strain-based parameters for infarct localization: evaluation via a learning algorithm on a synthetic database of pathological hearts

Gerardo Rumindo , Nicolas Duchateau , Pierre Croisille , Jacques Ohayon , Patrick Clarysse
9th International Conference, Functional Imaging and Modeling of the Heart (FIMH), 2017, Toronto, Canada. pp.106-114
Communication dans un congrès hal-01829278 v1

3D right ventricular strain: comparative analysis of Tetralogy of Fallot and atrial septal defect

P Moceri , M Sermesant , D Baudouy , E. Ferrari , Nicolas Duchateau
Euroecho-Imaging 2017 - Twenty-First Annual Meeting of the European Association of Echocardiography, Dec 2017, Lisbon, Portugal
Communication dans un congrès hal-01994491 v1

Inter-operator variability of shapes and strain patterns: insights from a myocardial strain course

Nicolas Duchateau , Maja Cikes , Adelina Doltra , Marta Sitges , Bart Bijnens
Euroecho, 2017, Libson, Portugal
Communication dans un congrès hal-01994489 v1

Three-dimensional speckle tracking of the right ventricle : implications on survival

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Elie-Dan Schouver , P Bouvier et al.
Journées Européennes de la Société Française de Cardiologie, 2017, Paris, France
Communication dans un congrès hal-02161690 v1

GENERATION OF A SYNTHETIC DATABASE OF HEART MODELS TO EVALUATE STRAIN-BASED INFARCT DETECTION ALGORITHMS

Garardo Rumindo , Nicolas Duchateau , Magalie Viallon , Pierre Croisille , Jacques Ohayon et al.
Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès hal-01505515 v1

Combining imaging, biomechanical modeling and data analysis for myocardial infarct localization and characterization

Gerardo Rumindo , Nicolas Duchateau , Pierre Croisille , Jacques Ohayon , Patrick Clarysse
Journée Scientifique de la faculté des Sciences et technologies de l'UCBL, Jun 2017, Lyon, France
Communication dans un congrès hal-01561663 v1
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Segmentation and registration coupling from short-axis Cine MRI: application to infarct diagnosis

Stephanie Marchesseau , Nicolas Duchateau , Hervé Delingette
7th 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-01352460 v1

Machine-learning based diagnosis of heart failure with preserved ejection fraction: how much do we agree with the guidelines?

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamas Erdei , Gabor Kunszt , Anna Degiovanni et al.
EuroEcho-Imaging, Dec 2016, Leipzig, Germany
Communication dans un congrès hal-01352285 v1

Three-dimensional speckle tracking of the right ventricle: implications on survival in pulmonary hypertension

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Sylvie Leroy , Priscille Bouvier et al.
European Society of Cardiology (ESC) Congress, Aug 2016, Rome, Italy. pp.994
Communication dans un congrès hal-01315011 v1

Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional space

Nicolas Duchateau , Mathieu de Craene , Pascal Allain , Eric Saloux , Maxime Sermesant
GRIC - Journées Francophones de Radiologie, 2016, Paris, France
Communication dans un congrès hal-02161688 v1
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Characterization of myocardial motion by multiple kernel learning: application to heart failure with preserved ejection fraction

Sergio Sanchez-Martinez , Nicolas Duchateau , Bart Bijnens , Tamás Erdei , Alan Fraser et al.
8th 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-01208016 v1
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Automatic generation of a computational model for monopolar stimulation of cochlear implants

Nerea Mangado , Mario Ceresa , Nicolas Duchateau , Hector Dejea , Hans Martin Kjer et al.
Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S67-S68, ⟨10.1007/s11548-015-1213-2⟩
Communication dans un congrès hal-01213341 v1

Quantifying the contribution of stress echocardiography to the diagnosis of heart failure with preserved ejection fraction

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamás Erdei , Alan Fraser , Gemma Piella et al.
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii234, ⟨10.1093/ehjci/jev271⟩
Communication dans un congrès hal-01217993 v1
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Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct

Marc-Michel Rohé , Nicolas Duchateau , Maxime Sermesant , Xavier Pennec
Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2015., 2015, Munich, Germany. pp.190-198
Communication dans un congrès hal-01206710 v1
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Patient-specific virtual insertion of electrode array for electrical simulation of cochlear implants

Nerea Mangado , Nicolas Duchateau , Mario Ceresa , Hans Martin Kjer , Sergio Vera et al.
Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S102-S103, ⟨10.1007/s11548-015-1213-2⟩
Communication dans un congrès hal-01213345 v1

Statistical significance of 3D motion and deformation indexes for the analysis of LAD infarction

Nicolas Duchateau , Mathieu de Craene , Damien Legallois , Fabien Labombarda , Arnaud Pellissier et al.
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii81, ⟨10.1093/ehjci/jev278⟩
Communication dans un congrès hal-01217963 v1

Can machine learning help to identify heart failure with preserved ejection fraction?

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamás Erdei , Alan Fraser , Gemma Piella et al.
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii38-9, ⟨10.1093/ehjci/jev263⟩
Communication dans un congrès hal-01217975 v1
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Prediction of infarct localization from myocardial deformation

Nicolas Duchateau , Maxime Sermesant
Statistical 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-01208019 v2
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Quantitative analysis of lead position vs. correction of electrical dyssynchrony in an experimental model of LBBB/CRT

David Soto-Iglesias , Nicolas Duchateau , Constantine Butakoff , David Andreu , Juan Fernández-Armenta et al.
FIMH: 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-01208006 v1

3D regional right ventricular function in pulmonary hypertension

Nicolas Duchateau , Maxime Sermesant , Pierre Gibelin , Emile Ferrari , Pamela Moceri
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii69, ⟨10.1093/ehjci/jev251⟩
Communication dans un congrès hal-01217956 v1
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Virtual cochlear electrode insertion via parallel transport frame

Nicolas Duchateau , Nerea Mangado , Mario Ceresa , Pavel Mistrik , Sergio Vera et al.
Biomedical 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-01207989 v1
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Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom

Ali Pashaei , Gemma Piella , Xavier Planes , Nicolas Duchateau , Teresa María de Caralt et al.
SPIE Conference on Medical Imaging, 2013, Lake Buena Vista, United States. pp.86710U, ⟨10.1117/12.2008068⟩
Communication dans un congrès hal-02320276 v1
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Manifold learning characterization of abnormal myocardial motion patterns: application to CRT-induced changes

Nicolas Duchateau , Gemma Piella , Adelina Doltra , Lluis Mont , Josep Brugada et al.
Functional 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 istex hal-02320263 v1
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Adaptation of multiscale function extension to inexact matching. Application to the mapping of individuals to a learnt manifold

Nicolas Duchateau , Mathieu de Craene , Marta Sitges , Vicent Caselles
SEE 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 istex hal-02320250 v1
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Analyzing electrical patterns in an experimental swine model of dyssynchrony and CRT

David Soto-Iglesias , Nicolas Duchateau , Constantine Butakoff , David Andreu , Juan Fernández-Armenta et al.
Computing in Cardiology 2013 (CINC 2013), 2013, Zaragoza, Spain. pp.623-626
Communication dans un congrès hal-02320217 v1
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Myocardial motion estimation combining tissue Doppler and B-mode echocardiographic images

Antonio R Porras , Mathieu de Craene , Nicolas Duchateau , Marta Sitges , Bart Bijnens et al.
16th 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 istex hal-02320234 v1
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Image-based estimation of myocardial acceleration using TDFFD: a phantom study

Ali Pashaei , Gemma Piella , Nicolas Duchateau , Luigi Gabrielli , Oscar Camara
Statistical 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-02320194 v1
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Construction of a Statistical Atlas of the Whole Heart from a Large 4D CT Database

Karim Lekadir , Corné Hoogendoorn , Nicolas Duchateau , Alejandro Frangi
Computing in Cardiology (CinC), 2012, Krakow, Poland. pp.541-545
Communication dans un congrès hal-02320722 v1
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SPM to the heart: mapping of 4D continuous velocities for motion abnormality quantification

M de Craene , Nicolas Duchateau , C Tobon-Gomez , B Ghafaryasl , G Piella et al.
International Symposium on Biomedical Imaging (ISBI), 2012, Barcelone, Spain. pp.454-457, ⟨10.1109/ISBI.2012.6235582⟩
Communication dans un congrès hal-02320726 v1
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Temporal diffeomorphic Free Form Deformation to quantify changes induced by left and right bundle branch block and pacing

G Piella , A Porras , M de Craene , Nicolas Duchateau , A Frangi
Statistical 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 istex hal-02320720 v1

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

Nicolas Duchateau , Mathieu de Craene , Xavier Pennec , Beatriz Merino , Marta Sitges et al.
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-00813822 v1
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Characterizing Pathological Deviations from Normality using Constrained Manifold-Learning

Nicolas Duchateau , Mathieu de Craene , Gemma Piella , Alejandro Frangi
International 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-02320743 v1
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Temporal diffeomorphic Free Form Deformation (TDFFD) applied to motion and deformation quantification of tagged MRI sequences

Mathieu de Craene , C Tobon-Gomez , C Butakoff , Nicolas Duchateau , G Piella et al.
Statistical 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-02320745 v1
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A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction

Corné Hoogendoorn , Tristan Whitmarsh , Nicolas Duchateau , Federico M Sukno , Mathieu de Craene et al.
SPIE Conference on Medical Imaging, 2010, San Diego, United States. pp.76231R, ⟨10.1117/12.844428⟩
Communication dans un congrès hal-02320752 v1
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Atlas construction and image analysis using statistical cardiac models

Mathieu de Craene , Federico M Sukno , Catalina Tobon-Gomez , Constantine Butakoff , Rosa M Figueras I Ventura et al.
Statistical 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 istex hal-02320750 v1
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Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images

Mathieu de Craene , Gemma Piella , Nicolas Duchateau , Etel Silva , Adelina Doltra et al.
International 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-02320746 v1
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Atlas-based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?

Nicolas Duchateau , Mathieu de Craene , Gemma Piella , Corné Hoogendoorn , Etelvino Silva et al.
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 istex hal-02320748 v1
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Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion

Nicolas Duchateau , Mathieu de Craene , Etel Silva , Marta Sitges , Bart Bijnens et al.
International 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 istex hal-02320756 v1
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Optimization of beam parameters and iodine quantification in dual-energy contrast enhanced digital breast tomosynthesis

Sylvie Puong , Xavier Bouchevreau , Nicolas Duchateau , Razvan Iordache , Serge Müller
SPIE Conference on Medical Imaging, 2008, San Diego, United States. pp.69130Z, ⟨10.1117/12.770148⟩
Communication dans un congrès hal-02320759 v1

Assessment of laser-dazzling effects on TV cameras by means of pattern recognition algorithms

Anne Durécu , Olivier Vasseur , Pierre Bourdon , Bernd Eberle , Helge Bürsing et al.
SPIE Conference on Technologies for Optical Countermeasures, 2007, Florence, Italy. pp.67380J
Communication dans un congrès hal-02320761 v1
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Analysis of Non-imaging Data

Nicolas Duchateau , Oscar Camara , Rafael Sebastian , Andrew King
AI and Big Data in Cardiology, Springer International Publishing, pp.183-200, 2023, ⟨10.1007/978-3-031-05071-8_10⟩
Chapitre d'ouvrage hal-04212070 v1
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AI and Machine Learning: The Basics

Nicolas Duchateau , Esther Puyol-Antón , Bram Ruijsink , Andrew King
AI and Big Data in Cardiology, Springer International Publishing, pp.11-33, 2023, ⟨10.1007/978-3-031-05071-8_2⟩
Chapitre d'ouvrage hal-04212045 v1

Assessment of the Evolution of Temporal Segmental Strain in a Longitudinal Study of Myocardial Infarction

Bianca Freytag , Nicolas Duchateau , Lorena Petrusca , Jacques Ohayon , Pierre Croisille et al.
Functional 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-04445691 v1
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From Machine Learning to Deep Learning

Pierre-Marc Jodoin , Nicolas Duchateau , Christian Desrosiers
AI and Big Data in Cardiology, Springer International Publishing, pp.35-56, 2023, ⟨10.1007/978-3-031-05071-8_3⟩
Chapitre d'ouvrage hal-04212050 v1
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Diagnosis

Daniel Rueckert , Moritz Knolle , Nicolas Duchateau , Reza Razavi , Georgios Kaissis
AI and Big Data in Cardiology, Springer International Publishing, pp.85-103, 2023, ⟨10.1007/978-3-031-05071-8_5⟩
Chapitre d'ouvrage hal-04212059 v1
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Machine learning and biophysical models: how to benefit each other?

Nicolas Duchateau , Oscar Camara
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-04212035 v1
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Conclusions

Andrew King , Nicolas Duchateau
AI and Big Data in Cardiology, Springer International Publishing, pp.201-203, 2023, ⟨10.1007/978-3-031-05071-8_11⟩
Chapitre d'ouvrage hal-04212071 v1
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Outcome Prediction

Buntheng Ly , Mihaela Pop , Hubert Cochet , Nicolas Duchateau , Declan O’regan et al.
AI 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-04212068 v1
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Introduction

Andrew King , Nicolas Duchateau
AI and Big Data in Cardiology, Springer International Publishing, pp.1-10, 2023, ⟨10.1007/978-3-031-05071-8_1⟩
Chapitre d'ouvrage hal-04212037 v1
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Three-dimensional assessment of cardiac motion and deformation

Nicolas Duchateau , Filip Loncaric , Marta Sitges , Bart Bijnens
3D echocardiography, 3rd edition, 2020
Chapitre d'ouvrage hal-02460177 v1
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Learning pathological deviations from a normal pattern of myocardial motion: Added value for CRT studies?

Nicolas Duchateau , Gemma Piella , Alejandro Frangi , Mathieu de Craene
Guorong Wu; Dinggang Shen; Mert Sabuncu. Machine learning and medical imaging, 1st Edition, Elsevier, pp.365-382, 2016
Chapitre d'ouvrage hal-01352464 v1
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Three-dimensional Assessment of Cardiac Motion and Deformation

Nicolas Duchateau , Bart Bijnens , Jan d'Hooge , Marta Sitges
T Shiota, ed. 3D echocardiography, 2nd edition, CRC press, pp.201-213, 2013, 9781841849935
Chapitre d'ouvrage hal-02320766 v1