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Nicolas Duchateau

119
Documents

Publications

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

Nicolas Duchateau , Magalie Viallon , Lorena Petrusca , Patrick Clarysse , Nathan Mewton
Frontiers in Cardiovascular Medicine, 2023, 10, ⟨10.3389/fcvm.2023.1136760⟩
Journal articles hal-04153424v1
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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⟩
Journal articles hal-03538132v1
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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⟩
Journal articles hal-03407714v1
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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
European Heart Journal - Cardiovascular Imaging, 2021, ⟨10.1093/ehjci/jeab240⟩
Journal articles hal-03544765v1
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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
Echocardiography, 2021, ⟨10.1111/echo.15167⟩
Journal articles hal-03544761v1
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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
Journal articles hal-03088218v1
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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
JACC: Cardiovascular Imaging, 2020, 13, pp.2017-35
Journal articles hal-03019705v1
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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
Ultrasound in Medicine & Biology, 2020, 46, pp.244-254
Journal articles hal-02350822v1
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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 , Stephane Gillon , Lolita Jaunay , Delphine Baudouy
European Heart Journal - Cardiovascular Imaging, inPress
Journal articles hal-02913107v1

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⟩
Journal articles hal-02408651v1
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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
European Journal of Heart Failure, 2019, 21 (1), pp.74-85. ⟨10.1002/ejhf.1333⟩
Journal articles hal-01912849v1
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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
IEEE Journal of Biomedical and Health Informatics, 2018, 22 (3), pp.503-515. ⟨10.1109/JBHI.2017.2652449⟩
Journal articles hal-01533805v1
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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⟩
Journal articles hal-01926967v1
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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⟩
Journal articles hal-01533788v1
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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
Circulation: Cardiovascular Imaging, 2018, 11 (4), ⟨10.1161/CIRCIMAGING.117.007138⟩
Journal articles hal-02282401v1
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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
European Heart Journal - Cardiovascular Imaging, 2018, 19, pp.450-458. ⟨10.1093/ehjci/jex163⟩
Journal articles hal-01533793v1
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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
Journal articles hal-01753086v1
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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
Medical Image Analysis, 2017, 35, pp.70-82. ⟨10.1016/j.media.2016.06.007⟩
Journal articles hal-01331550v1
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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
IEEE Journal of Translational Engineering in Health and Medicine, 2017, 5, pp.1900215. ⟨10.1109/JTEHM.2016.2634006⟩
Journal articles hal-01398828v1
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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
Scandinavian Journal of Medicine and Science in Sports, 2016, 26 (12), pp.1444-1454. ⟨10.1111/sms.12610⟩
Journal articles hal-02282403v1
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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⟩
Journal articles hal-01314767v1
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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
Annals of Biomedical Engineering, 2016, 44 (8), pp.2453-2463. ⟨10.1007/s10439-015-1541-y⟩
Journal articles hal-01314765v1
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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
International Journal of Cardiovascular Imaging, 2016, 32 (8), pp.1179-1188. ⟨10.1007/s10554-016-0903-3⟩
Journal articles hal-02282402v1
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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
Medical Image Analysis, 2015, 19 (1), pp.203-219. ⟨10.1016/j.media.2014.10.005⟩
Journal articles hal-02282407v1
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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
European Heart Journal - Cardiovascular Imaging, 2015, 16 (1), pp.62-67. ⟨10.1093/ehjci/jeu165⟩
Journal articles hal-02282410v1
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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
Echocardiography, 2015, 32 (11), pp.1655-1661. ⟨10.1111/echo.12927⟩
Journal articles hal-02282406v1

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

Antonio Porras , Martino Alessandrini , Mathieu de Craene , Nicolas Duchateau , Marta Sitges
IEEE Transactions on Medical Imaging, 2014, 33 (11), pp.2098 - 2106. ⟨10.1109/TMI.2014.2331392⟩
Journal articles hal-01095151v1
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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
International Journal of Cardiovascular Imaging, 2014, 30 (5), pp.875-887. ⟨10.1007/s10554-014-0403-2⟩
Journal articles hal-02282411v1
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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
European Journal of Applied Physiology, 2014, 114 (6), pp.1143-1152. ⟨10.1007/s00421-014-2845-6⟩
Journal articles hal-02282412v1
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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⟩
Journal articles hal-02282419v1
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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
IEEE Transactions on Medical Imaging, 2013, 32 (1), pp.28-44. ⟨10.1109/TMI.2012.2230015⟩
Journal articles hal-02282416v1

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
Medical and Biological Engineering and Computing, 2013, pp.1--16. ⟨10.1007/s11517-013-1044-7⟩
Journal articles hal-00840037v1
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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
Journal of Cardiovascular Translational Research, 2013, 6 (4), pp.616-622. ⟨10.1007/s12265-013-9464-1⟩
Journal articles hal-02282415v1
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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⟩
Journal articles hal-02282424v1
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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
Ultrasound in Medicine & Biology, 2012, 38 (12), pp.2186-2197. ⟨10.1016/j.ultrasmedbio.2012.08.009⟩
Journal articles hal-02282422v1
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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
Medical Image Analysis, 2012, 16 (2), pp.427-450. ⟨10.1016/j.media.2011.10.006⟩
Journal articles hal-02282425v1
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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
Medical Image Analysis, 2011, 15 (3), pp.316-328. ⟨10.1016/j.media.2010.12.006⟩
Journal articles hal-02282430v1
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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
Conference papers hal-04361033v1
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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
12th International Conference on Functional Imaging and Modeling of the Heart, Jun 2023, Lyon, France. pp.688-697
Conference papers hal-04096726v1
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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
Conference papers hal-04096724v1
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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
Conference papers hal-04096720v1
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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
12th International Conferenceon Functional Imaging and Modeling of the Heart (FIMH 2023), LNCS, Jun 2023, Lyon, France. pp.678-687
Conference papers hal-04096727v1
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Reinforcement learning for active modality selection during diagnosis

Gabriel Bernardino , Anders Jonsson , Filip Loncaric , Pablo-Miki Marti Castellote , Marta Sitges
25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Conference papers hal-03752018v1
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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
Conference papers hal-03510191v1
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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⟩
Conference papers hal-03203378v1
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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
Conference papers hal-03203372v1
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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
Conference papers hal-03522559v1
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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
Statistical Atlases and Computational Modelling of the Heart, 2021, Strasbourg, France. pp.103-112, ⟨10.1007/978-3-030-93722-5_12⟩
Conference papers hal-03536022v1

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

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

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

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Céline Sanfiorenzo , Fabien Squara
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Conference papers hal-02161692v1
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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
Conference papers hal-02309296v1
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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⟩
Conference papers hal-02154789v1

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
Conference papers hal-01994481v1

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
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Conference papers hal-02161694v1

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
Conference papers hal-02178261v1

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
Conference papers hal-01994480v1
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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⟩
Conference papers hal-02154942v1

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
Conference papers hal-01994484v1

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
ESC congress, 2018, Munich, Germany
Conference papers hal-01994486v1
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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⟩
Conference papers hal-01860274v1

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

Pamela Moceri , Nicolas Duchateau , N Dursent , Xavier Iriart , Sébastien Hascoet
EuroEcho 2018 - 22nd Annual Congressof the European Association of Cardiovascular Imaging, Dec 2018, Milan, Italy
Conference papers hal-01994483v1

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

Pamela Moceri , Nicolas Duchateau , D Baudouy , C Sanfiorenzo , F Squara
ESC congress, 2018, Munich, Germany
Conference papers hal-01994488v1
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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
Conference papers hal-01912922v1

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
ESC congress, 2018, Munich, Germany
Conference papers hal-01994487v1

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
Conference papers hal-01994489v1

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

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Elie-Dan Schouver , P Bouvier
Journées Européennes de la Société Française de Cardiologie, 2017, Paris, France
Conference papers hal-02161690v1

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
Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Conference papers hal-01505515v1

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
Conference papers hal-01561663v1

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
Conference papers hal-01994491v1
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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
Conference papers hal-01829278v1

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
EuroEcho-Imaging, Dec 2016, Leipzig, Germany
Conference papers hal-01352285v1

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

Pamela Moceri , Nicolas Duchateau , Delphine Baudouy , Sylvie Leroy , Priscille Bouvier
European Society of Cardiology (ESC) Congress, Aug 2016, Rome, Italy. pp.994
Conference papers hal-01315011v1

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
Conference papers hal-02161688v1
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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
Conference papers hal-01352460v1
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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
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⟩
Conference papers hal-01208016v1

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
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii234, ⟨10.1093/ehjci/jev271⟩
Conference papers hal-01217993v1
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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
Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S67-S68, ⟨10.1007/s11548-015-1213-2⟩
Conference papers hal-01213341v1

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

Sergio Sanchez-Martinez , Nicolas Duchateau , Tamás Erdei , Alan Fraser , Gemma Piella
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii38-9, ⟨10.1093/ehjci/jev263⟩
Conference papers hal-01217975v1
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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⟩
Conference papers hal-01208019v2
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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
FIMH: Functional Imaging and Modeling of the Heart, Jun 2015, Maastricht, Netherlands. pp.74-82, ⟨10.1007/978-3-319-20309-6_9⟩
Conference papers hal-01208006v1

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⟩
Conference papers hal-01217956v1

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
EuroEcho-Imaging, 2015, Seville, Spain. pp.ii81, ⟨10.1093/ehjci/jev278⟩
Conference papers hal-01217963v1
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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
Conference papers hal-01206710v1
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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
Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S102-S103, ⟨10.1007/s11548-015-1213-2⟩
Conference papers hal-01213345v1
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Virtual cochlear electrode insertion via parallel transport frame

Nicolas Duchateau , Nerea Mangado , Mario Ceresa , Pavel Mistrik , Sergio Vera
Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, Apr 2015, New York, France. pp.1398 - 1401, ⟨10.1109/ISBI.2015.7164137⟩
Conference papers hal-01207989v1
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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
Computing in Cardiology 2013 (CINC 2013), 2013, Zaragoza, Spain. pp.623-626
Conference papers hal-02320217v1
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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⟩
Conference papers hal-02320250v1
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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
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⟩
Conference papers hal-02320234v1
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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⟩
Conference papers hal-02320194v1
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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
Functional Imaging and Modeling of the Heart (FIMH), 2013, London, United Kingdom. pp.450-457, ⟨10.1007/978-3-642-38899-6_53⟩
Conference papers hal-02320263v1
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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
SPIE Conference on Medical Imaging, 2013, Lake Buena Vista, United States. pp.86710U, ⟨10.1117/12.2008068⟩
Conference papers hal-02320276v1
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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
International Symposium on Biomedical Imaging (ISBI), 2012, Barcelone, Spain. pp.454-457, ⟨10.1109/ISBI.2012.6235582⟩
Conference papers hal-02320726v1
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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
Conference papers hal-02320722v1
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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⟩
Conference papers hal-02320720v1

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
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⟩
Conference papers hal-00813822v1
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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⟩
Conference papers hal-02320743v1
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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
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⟩
Conference papers hal-02320745v1
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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
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⟩
Conference papers hal-02320746v1
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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
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⟩
Conference papers hal-02320748v1
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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
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⟩
Conference papers hal-02320750v1
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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
SPIE Conference on Medical Imaging, 2010, San Diego, United States. pp.76231R, ⟨10.1117/12.844428⟩
Conference papers hal-02320752v1
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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
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⟩
Conference papers hal-02320756v1
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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⟩
Conference papers hal-02320759v1

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

Anne Durécu , Olivier Vasseur , Pierre Bourdon , Bernd Eberle , Helge Bürsing
SPIE Conference on Technologies for Optical Countermeasures, 2007, Florence, Italy. pp.67380J
Conference papers hal-02320761v1
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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⟩
Book sections hal-04212059v1
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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⟩
Book sections hal-04212050v1

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
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⟩
Book sections hal-04445691v1
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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⟩
Book sections hal-04212035v1
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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⟩
Book sections hal-04212071v1
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Outcome Prediction

Buntheng Ly , Mihaela Pop , Hubert Cochet , Nicolas Duchateau , Declan O’regan
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⟩
Book sections hal-04212068v1
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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⟩
Book sections hal-04212045v1
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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⟩
Book sections hal-04212070v1
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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⟩
Book sections hal-04212037v1
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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
Book sections hal-02460177v1
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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
Book sections hal-01352464v1
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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
Book sections hal-02320766v1