Nicolas Duchateau

160
Documents

Publications

Publications

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Medical Image Analysis – Special Issue FIMH 2023

Patrick Clarysse , Nicolas Duchateau , Olivier Bernard , Jacques Ohayon , Magalie Viallon
Medical Image Analysis, 2025, 103, pp.103612. ⟨10.1016/j.media.2025.103612⟩
Article dans une revue hal-05045829 v1

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

Comparison of synthetic LGE with optimal inversion time vs. conventional LGE via representation learning: quantification of bias in population analysis

Romain Deleat-Besson , Magalie Viallon , Lorena Petrusca , P Croisille , Nicolas Duchateau
Computers in Biology and Medicine, 2025, 196, pp.110643. ⟨10.1016/j.compbiomed.2025.110643⟩
Article dans une revue hal-05225924 v1

PRIME 2.0: An update to the proposed requirements for cardiovascular imaging-related machine learning evaluation checklist

Nobuyuki Kagiyama , Márton Tokodi , Quincy A Hathaway , Rima Arnaout , Rhodri Davies et al.
JACC: Cardiovascular Imaging, 2025, In press
Article dans une revue hal-05225980 v1

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Nathan Painchaud , Jérémie Stym-Popper , Pierre-Yves Courand , Nicolas Thome , Pierre-Marc Jodoin et al.
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, In press, ⟨10.1109/TUFFC.2025.3600902⟩
Article dans une revue hal-05225957 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
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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

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

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
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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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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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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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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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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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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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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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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
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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

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 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

Generation of realistic cardiac ultrasound sequences with ground truth motion and speckle decorrelation

Thierry Judge , Nicolas Duchateau , Pierre-Marc Jodoin , Olivier Bernard
International Ultrasonics Symposium (IUS), 2025, Utrecht, Netherlands
Communication dans un congrès hal-05226018 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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Representation learning and information fusion for the population analysis of cardiac function

Nicolas Duchateau
International Symposium on Computer Methods in Biomechanics and Biomedical Engineering (CMBBE), 2025, Barcelone, Spain
Communication dans un congrès hal-05249795 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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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
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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

Controllable latent diffusion model to evaluate the performance of segmentation methods

Romain Deleat-Besson , Celia Goujat , Olivier Bernard , P Croisille , Magalie Viallon et al.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025, Daejeon, South Korea. In press
Communication dans un congrès hal-05225990 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

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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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
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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

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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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
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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

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

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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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

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

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
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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

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

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
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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

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

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

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

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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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
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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

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

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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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
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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

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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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
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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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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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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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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
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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

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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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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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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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

Population-wise personalization to generate 2D synthetic myocardial infarct images

Anastasia Konik , Patrick Clarysse , Nicolas Duchateau
Logiciel hal-05062124 v1

Reinforcement learning framework for domain adaptation of echocardiography segmentation (RL4Seg)

Arnaud Judge , Thierry Judge , Nicolas Duchateau , Olivier Bernard , Pierre-Marc Jodoin
Logiciel hal-05062979 v1

Hierarchical Gaussian Process Latent Variable Models

Benoit Freiche , Gabriel Bernardino , Patrick Clarysse , Nicolas Duchateau
Logiciel hal-05062101 v1

Post-processing and spatial alignment on cardiac MRI data (delayed enhancement, segmentations from CVI42 software)

Fei Zheng , Romain Deleat-Besson , Benoit Freiche , Nicolas Duchateau
Logiciel hal-05062130 v1

Multiple manifold learning - demo on pressure/volume data

Maxime Di Folco , Patrick Clarysse , Nicolas Duchateau
Logiciel hal-05062135 v1