CVtmp

Maxime Di Folco, Moceri Pamela, Patrick Clarysse, Nicolas Duchateau. Characterizing interactions between cardiac shape and deformation by non-linear manifold learning. Medical Image Analysis, Elsevier, 2021, pp.102278. ⟨10.1016/j.media.2021.102278⟩. ⟨hal-03407714⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Fabien Squara, Sok Sithikun Bun, et al.. Additional prognostic value of echocardiographic follow-up in pulmonary hypertension - role of 3D right ventricular area strain. European Heart Journal - Cardiovascular Imaging, Oxford UP, 2021, ⟨10.1093/ehjci/jeab240⟩. ⟨hal-03544765⟩

Pamela Moceri, Nicolas Duchateau, Benjamin Sartre, Delphine Baudouy, Fabien Squara, et al.. Value of 3D right ventricular function over 2D assessment in acute pulmonary embolism. Echocardiography, Wiley, 2021, ⟨10.1111/echo.15167⟩. ⟨hal-03544761⟩

Nicolas Duchateau, Pamela Moceri, Maxime Sermesant. Direction-dependent decomposition of 3D right ventricular motion: beware of approximations. Journal of The American Society of Echocardiography, Elsevier, 2021, 34 (2), pp.201-203. ⟨10.1016/j.echo.2020.08.023⟩. ⟨hal-03538132⟩

Nicolas Duchateau, Filip Loncaric, Maja Cikes, Adelina Doltra, Marta Sitges, et al.. Variability in the assessment of myocardial strain patterns: Implications for adequate interpretation. Ultrasound in Medicine & Biology, Elsevier, 2020, 46, pp.244-254. ⟨hal-02350822⟩

Partho Sengupta, Sirish Shrestha, Béatrice Berthon, Emmanuel Messas, Erwan Donal, et al.. Proposed Requirements for Cardiovascular Imaging Related Machine Learning Evaluation (PRIME) Checklist. JACC: Cardiovascular Imaging, Elsevier/American College of Cardiology, 2020, 13, pp.2017-35. ⟨hal-03019705⟩

Pei-Ni Jone, Nicolas Duchateau, Zhaoxing Pan, Dunbar Ivy, Pamela Moceri. Right ventricular area strain from 3D echocardiography: mechanistic insight of right ventricular dysfunction in pediatric pulmonary hypertension. The Journal of Heart and Lung Transplantation, Elsevier, 2020. ⟨hal-03088218⟩

Pamela Moceri, Nicolas Duchateau, Stephane Gillon, Lolita Jaunay, Delphine Baudouy, et al.. 3D right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loading. European Heart Journal - Cardiovascular Imaging, Oxford UP, In press. ⟨hal-02913107⟩

Nicolas Duchateau, Andrew King, Mathieu de Craene. Machine learning approaches for myocardial motion and deformation analysis. Frontiers in Cardiovascular Medicine, Frontiers Media, 2020, 6, pp.190. ⟨10.3389/fcvm.2019.00190⟩. ⟨hal-02408651⟩

Maja Cikes, Sergio Sanchez-Martinez, Brian Claggett, Nicolas Duchateau, Gemma Piella, et al.. Machine learning-based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy. European Journal of Heart Failure, European Society of Cardiology (Wiley), 2019, 21 (1), pp.74-85. ⟨10.1002/ejhf.1333⟩. ⟨hal-01912849⟩

Nicolas Duchateau, Maxime Sermesant, Hervé Delingette, Nicholas Ayache. Model-based generation of large databases of cardiac images: synthesis of pathological cine MR sequences from real healthy cases. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2018, 37, pp.755-766. ⟨10.1109/TMI.2017.2714343⟩. ⟨hal-01533788⟩

Pamela Moceri, Maxime Sermesant, Delphine Baudouy, Emile Ferrari, Nicolas Duchateau. Right Ventricular Function Evolution With Pregnancy in Repaired Tetralogy of Fallot. Canadian Journal of Cardiology, Elsevier, 2018, 34 (10), pp.1369.e9 - 1369.e11. ⟨10.1016/j.cjca.2018.06.010⟩. ⟨hal-01926967⟩

Avan A Suinesiaputra, Pierre A Ablin, Xènia A Albà, Martino Alessandrini, Jack A Allen, et al.. Statistical shape modeling of the left ventricle: myocardial infarct classification challenge. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, 2018, 22 (3), pp.503-515. ⟨10.1109/JBHI.2017.2652449⟩. ⟨hal-01533805⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Tamas Erdei, Gabor Kunszt, Svend Aakhus, et al.. Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction. Circulation: Cardiovascular Imaging, American Heart Association, 2018, 11 (4), ⟨10.1161/CIRCIMAGING.117.007138⟩. ⟨hal-02282401⟩

Qiao Zheng, Hervé Delingette, Nicolas Duchateau, Nicholas Ayache. 3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2018, 37, pp.2137-2148. ⟨hal-01753086⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Elie-Dan Schouver, Sylvie Leroy, et al.. Three-dimensional right-ventricular regional deformation and survival in pulmonary hypertension. European Heart Journal - Cardiovascular Imaging, Oxford UP, 2018, 19, pp.450-458. ⟨10.1093/ehjci/jex163⟩. ⟨hal-01533793⟩

David Soto-Iglesias, Nicolas Duchateau, Constantine Butakoff, David Andreu, Juan Fernández-Armenta, et al.. Quantitative analysis of electro-anatomical maps: application to an experimental model of LBBB/CRT. IEEE Journal of Translational Engineering in Health and Medicine, IEEE, 2017, 5, pp.1900215. ⟨10.1109/JTEHM.2016.2634006⟩. ⟨hal-01398828⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Tamas Erdei, Alan Fraser, Bart Bijnens, et al.. Characterization of myocardial motion patterns by unsupervised multiple kernel learning. Medical Image Analysis, Elsevier, 2017, 35, pp.70-82. ⟨10.1016/j.media.2016.06.007⟩. ⟨hal-01331550⟩

Geneviève Giraldeau, Nicolas Duchateau, Bart Bijnens, Luigi Gabrielli, Diego Penela, et al.. Dyssynchronization reduces dynamic obstruction without affecting systolic function in patients with hypertrophic obstructive cardiomyopathy: a pilot study. International Journal of Cardiovascular Imaging, Springer Verlag, 2016, 32 (8), pp.1179-1188. ⟨10.1007/s10554-016-0903-3⟩. ⟨hal-02282402⟩

Nicolas Duchateau, Mathieu de Craene, Pascal Allain, Eric Saloux, Maxime Sermesant. Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional space. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2016, 35 (10), pp.2340-2352. ⟨10.1109/TMI.2016.2562181⟩. ⟨hal-01314767⟩

L. Gabrielli, B. Bijnens, C. Brambila, Nicolas Duchateau, J. Marin, et al.. Differential atrial performance at rest and exercise in athletes: Potential trigger for developing atrial dysfunction?. Scandinavian Journal of Medicine and Science in Sports, Wiley, 2016, 26 (12), pp.1444-1454. ⟨10.1111/sms.12610⟩. ⟨hal-02282403⟩

Nerea Mangado, Mario Ceresa, Nicolas Duchateau, Hans Martin Kjer, Sergio Vera, et al.. Automatic model generation framework for computational simulation of cochlear implantation. Annals of Biomedical Engineering, Springer Verlag, 2016, 44 (8), pp.2453-2463. ⟨10.1007/s10439-015-1541-y⟩. ⟨hal-01314765⟩

L. Sanchis, L. Gabrielli, R. Andrea, C. Falces, Nicolas Duchateau, et al.. Left atrial dysfunction relates to symptom onset in patients with heart failure and preserved left ventricular ejection fraction. European Heart Journal - Cardiovascular Imaging, Oxford UP, 2015, 16 (1), pp.62-67. ⟨10.1093/ehjci/jeu165⟩. ⟨hal-02282410⟩

Nicolas Duchateau, Geneviève Giraldeau, Luigi Gabrielli, Juan Fernández-Armenta, Diego Penela, et al.. Quantification of local changes in myocardial motion by diffeomorphic registration via currents: Application to paced hypertrophic obstructive cardiomyopathy in 2D echocardiographic sequences. Medical Image Analysis, Elsevier, 2015, 19 (1), pp.203-219. ⟨10.1016/j.media.2014.10.005⟩. ⟨hal-02282407⟩

Laura Sanchis, Luca Vannini, Luigi Gabrielli, Nicolas Duchateau, Carles Falces, et al.. Inter-atrial dyssynchrony may contribute to heart failure symptoms in patients with preserved ejection fraction : a potential novel therapeutic target.. Echocardiography, Wiley, 2015, 32 (11), pp.1655-1661. ⟨10.1111/echo.12927⟩. ⟨hal-02282406⟩

Luigi Gabrielli, Bart Bijnens, Constantine Butakoff, Nicolas Duchateau, Silvia Montserrat, et al.. Atrial functional and geometrical remodeling in highly trained male athletes: for better or worse?. European Journal of Applied Physiology, Springer Verlag, 2014, 114 (6), pp.1143-1152. ⟨10.1007/s00421-014-2845-6⟩. ⟨hal-02282412⟩

Nicolas Duchateau, Marta Sitges, Adelina Doltra, Juan Fernández-Armenta, Nuria Solanes, et al.. Myocardial motion and deformation patterns in an experimental swine model of acute LBBB/CRT and chronic infarct. International Journal of Cardiovascular Imaging, Springer Verlag, 2014, 30 (5), pp.875-887. ⟨10.1007/s10554-014-0403-2⟩. ⟨hal-02282411⟩

Antonio Porras, Martino Alessandrini, Mathieu de Craene, Nicolas Duchateau, Marta Sitges, et al.. Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2014, 33 (11), pp.2098 - 2106. ⟨10.1109/TMI.2014.2331392⟩. ⟨hal-01095151⟩

Montserrat Rigol, Núria Solanes, Juan Fernández-Armenta, Etelvino Silva, Adelina Doltra, et al.. Development of a Swine Model of Left Bundle Branch Block for Experimental Studies of Cardiac Resynchronization Therapy. Journal of Cardiovascular Translational Research, Springer, 2013, 6 (4), pp.616-622. ⟨10.1007/s12265-013-9464-1⟩. ⟨hal-02282415⟩

Catalina Tobon-Gomez, Nicolas Duchateau, Rafael Sebastian, Stéphanie Marchesseau, Oscar Camara, et al.. Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models. Medical and Biological Engineering and Computing, Springer Verlag, 2013, pp.1--16. ⟨10.1007/s11517-013-1044-7⟩. ⟨hal-00840037⟩

C. Hoogendoorn, Nicolas Duchateau, D. Sanchez-Quintana, T. Whitmarsh, F. Sukno, et al.. A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2013, 32 (1), pp.28-44. ⟨10.1109/TMI.2012.2230015⟩. ⟨hal-02282416⟩

Rubén Cárdenes, José L Diez, Nicolas Duchateau, Ali Pashaei, Alejandro Frangi. Model generation of coronary artery bifurcations from CTA and single plane angiography. Medical Physics, American Association of Physicists in Medicine, 2013, 40 (1), pp.013701. ⟨10.1118/1.4769118⟩. ⟨hal-02282419⟩

Mathieu de Craene, Gemma Piella, Oscar Camara, Nicolas Duchateau, Etelvino Silva, et al.. Temporal diffeomorphic free-form deformation: Application to motion and strain estimation from 3D echocardiography. Medical Image Analysis, Elsevier, 2012, 16 (2), pp.427-450. ⟨10.1016/j.media.2011.10.006⟩. ⟨hal-02282425⟩

Nicolas Duchateau, Mathieu de Craene, Gemma Piella, Alejandro Frangi. Constrained manifold learning for the characterization of pathological deviations from normality. Medical Image Analysis, Elsevier, 2012, 16 (8), pp.1532-1549. ⟨10.1016/j.media.2012.07.003⟩. ⟨hal-02282424⟩

Nicolas Duchateau, Adelina Doltra, Etelvino Silva, Mathieu de Craene, Gemma Piella, et al.. Atlas-Based Quantification of Myocardial Motion Abnormalities: Added-Value for Understanding the Effect of Cardiac Resynchronization Therapy. Ultrasound in Medicine & Biology, Elsevier, 2012, 38 (12), pp.2186-2197. ⟨10.1016/j.ultrasmedbio.2012.08.009⟩. ⟨hal-02282422⟩

Nicolas Duchateau, Mathieu de Craene, Gemma Piella, Etelvino Silva, Adelina Doltra, et al.. A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities. Medical Image Analysis, Elsevier, 2011, 15 (3), pp.316-328. ⟨10.1016/j.media.2010.12.006⟩. ⟨hal-02282430⟩

Kannara Mom, Patrick Clarysse, Nicolas Duchateau. Population-based personalization of geometric models of myocardial infarction. Functional Imaging and Modelling of the Heart, 2021, Stanford, United States. In press. ⟨hal-03203372⟩

Benoit Freiche, Patrick Clarysse, Magalie Viallon, P. Croisille, Nicolas Duchateau. Hierarchical manifold learning for the interpretation of multi-level data -Application to cardiac imaging. Medical Image Analysis and Artificial Intelligence (MAI), 2nd Sino-French workshop. 2021., Oct 2021, Virtual, France. ⟨hal-03522559⟩

Gabriel Bernardino, Patrick Clarysse, Álvaro Sepúlveda-Martínez, Mérida Rodríguez-López, Susanna Prat-Gonzàlez, et al.. Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling. Statistical Atlases and Computational Modelling of the Heart, 2021, Strasbourg, France. pp.103-112, ⟨10.1007/978-3-030-93722-5_12⟩. ⟨hal-03536022⟩

Benoit Freiche, Patrick Clarysse, Magalie Viallon, P. Croisille, Nicolas Duchateau. Characterizing myocardial ischemia and reperfusion patterns with hierarchical manifold learning. Statistical Atlases and Computational Modeling of the Heart (STACOM), MICCAI Workshop, 2021, Strasbourg, France. ⟨hal-03510191⟩

Maxime Di Folco, Nicolas Guigui, Patrick Clarysse, Pamela Moceri, Nicolas Duchateau. Investigation of the impact of normalization on the study of interactions between myocardial shape and deformation. 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⟩. ⟨hal-03203378⟩

Pamela Moceri, Nicolas Duchateau, N Dursent, Xavier Iriart, Sébastien Hascoet, et al.. Right ventricular remodelling in CHD-PAH patients using 3D speckle tracking. JESFC 2020 - 30es Journées Européennes de la Société Française de Cardiologie, Jan 2020, Paris, France. pp.163-4. ⟨hal-02445303⟩

M Di Folco, Nicolas Duchateau, Magalie Viallon, Pierre Croisille, P Clarysse. Caractérisation statistique de l'infarctus du myocarde pour la personnalisation de modèles géométriques de lésions. Congrès National d’Imagerie du Vivant, 2019, Paris, France. ⟨hal-01994480⟩

Nicolas Duchateau, Kenny Rumindo, Patrick Clarysse. Domain adaptation via dimensionality reduction for the comparison of cardiac simulation models. 10th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2019), 2019, Bordeaux, France. ⟨10.1007/978-3-030-21949-9_30⟩. ⟨hal-02154942⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Fabien Squara, Emile Ferrari, et al.. 3D right ventricular strain and shape in volume overload: comparative analysis of Tetralogy of Fallot and atrial septal defect patients. JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France. ⟨hal-02161694⟩

Pei-Ni Jone, Nicolas Duchateau, Zhaoxing Pan, Dunbar Ivy, Pamela Moceri. Three dimensional right ventricular strain in pediatric pulmonary hypertension. ACC scientific sessions, 2019, New Orleans, United States. ⟨hal-01994481⟩

Mathieu de Craene, Paolo Piro, Nicolas Duchateau, Pascal Allain, Eric Saloux. Left Ventricular Shape and Motion Reconstruction through a Healthy Model for Characterizing Remodeling after Infarction. 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⟩. ⟨hal-02154789⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Céline Sanfiorenzo, Fabien Squara, et al.. Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertension. JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France. ⟨hal-02161692⟩

Maxime Di Folco, Patrick Clarysse, Pamela Moceri, Nicolas Duchateau. Learning interactions between cardiac shape and deformation: application to pulmonary hypertension. 10th International Statistical Atlases and Computational Modeling of the Heart (STACOM) Workshop, Held in Conjunction with MICCAI 2019, 2019, Shenzen, China. ⟨hal-02309296⟩

Pei-Ni Jone, Nicolas Duchateau, Zhaoxing Pan, Dunbar Ivy, Pamela Moceri. Three dimensional right ventricular global and regional strain predict outcomes in pediatric pulmonary hypertension. ASE Scientific Sessions, 2019, Portland, United States. ⟨hal-02178261⟩

S Sanchez, M Cikes, B Claggett, Nicolas Duchateau, G Piella, et al.. Machine-learning analysis of myocardial deformation patterns to predict incident heart failure or death in the general population. ESC congress, 2018, Munich, Germany. ⟨hal-01994487⟩

Shuman Jia, Nicolas Duchateau, Pamela Moceri, Maxime Sermesant, Xavier Pennec. Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension. Shape in Medical Imaging. ShapeMI 2018., Sep 2018, Granada, Spain. pp.116-124, ⟨10.1007/978-3-030-04747-4_11⟩. ⟨hal-01860274⟩

Pamela Moceri, Nicolas Duchateau, N Dursent, Xavier Iriart, Sébastien Hascoet, et al.. Right ventricular remodelling in CHD-PAH patients using 3D speckle tracking. EuroEcho 2018 - 22nd Annual Congressof the European Association of Cardiovascular Imaging, Dec 2018, Milan, Italy. ⟨hal-01994483⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Fabien Squara, Emile Ferrari, et al.. Volume overload impact on 3D right ventricular shape and strain: comparative analysis of tetralogy of Fallot and atrial septal defect patients. ESC congress, 2018, Munich, Germany. ⟨hal-01994486⟩

Pamela Moceri, Nicolas Duchateau, Benjamin Sartre, M Sermesant, Emile Ferrari. Right ventricular function in acute pulmonary embolism: a three-dimensional strain study. Euroecho, 2018, Milan, Italy. ⟨hal-01994484⟩

Pamela Moceri, Nicolas Duchateau, D Baudouy, C Sanfiorenzo, F Squara, et al.. Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertension. ESC congress, 2018, Munich, Germany. ⟨hal-01994488⟩

G Kenny Rumindo, Nicolas Duchateau, Jacques Ohayon, Pierre Croisille, Patrick Clarysse. Personalization of Synthetic Pathological Left Ventricles using Learning-Based Infarct Localization and Finite-Element Inverse Modeling. 2018 World Congress of Biomechanics, Jul 2018, Dublin, Ireland. ⟨hal-01912922⟩

P Moceri, M Sermesant, D Baudouy, E. Ferrari, Nicolas Duchateau. 3D right ventricular strain: comparative analysis of Tetralogy of Fallot and atrial septal defect. Euroecho-Imaging 2017 - Twenty-First Annual Meeting of the European Association of Echocardiography, Dec 2017, Lisbon, Portugal. ⟨hal-01994491⟩

Gerardo Rumindo, Nicolas Duchateau, Pierre Croisille, Jacques Ohayon, Patrick Clarysse. Strain-based parameters for infarct localization: evaluation via a learning algorithm on a synthetic database of pathological hearts. 9th International Conference, Functional Imaging and Modeling of the Heart (FIMH), 2017, Toronto, Canada. pp.106-114. ⟨hal-01829278⟩

Gerardo Rumindo, Nicolas Duchateau, Pierre Croisille, Jacques Ohayon, Patrick Clarysse. Combining imaging, biomechanical modeling and data analysis for myocardial infarct localization and characterization. Journée Scientifique de la faculté des Sciences et technologies de l'UCBL, Jun 2017, Lyon, France. ⟨hal-01561663⟩

Garardo Rumindo, Nicolas Duchateau, Magalie Viallon, Pierre Croisille, Jacques Ohayon, et al.. GENERATION OF A SYNTHETIC DATABASE OF HEART MODELS TO EVALUATE STRAIN-BASED INFARCT DETECTION ALGORITHMS. Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France. ⟨hal-01505515⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Elie-Dan Schouver, P Bouvier, et al.. Three-dimensional speckle tracking of the right ventricle : implications on survival. Journées Européennes de la Société Française de Cardiologie, 2017, Paris, France. ⟨hal-02161690⟩

Nicolas Duchateau, Maja Cikes, Adelina Doltra, Marta Sitges, Bart Bijnens. Inter-operator variability of shapes and strain patterns: insights from a myocardial strain course. Euroecho, 2017, Libson, Portugal. ⟨hal-01994489⟩

Stephanie Marchesseau, Nicolas Duchateau, Hervé Delingette. Segmentation and registration coupling from short-axis Cine MRI: application to infarct diagnosis. 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. ⟨hal-01352460⟩

Nicolas Duchateau, Mathieu de Craene, Pascal Allain, Eric Saloux, Maxime Sermesant. Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional space. GRIC - Journées Francophones de Radiologie, 2016, Paris, France. ⟨hal-02161688⟩

Pamela Moceri, Nicolas Duchateau, Delphine Baudouy, Sylvie Leroy, Priscille Bouvier, et al.. Three-dimensional speckle tracking of the right ventricle: implications on survival in pulmonary hypertension. European Society of Cardiology (ESC) Congress, Aug 2016, Rome, Italy. pp.994. ⟨hal-01315011⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Tamas Erdei, Gabor Kunszt, Anna Degiovanni, et al.. Machine-learning based diagnosis of heart failure with preserved ejection fraction: how much do we agree with the guidelines?. EuroEcho-Imaging, Dec 2016, Leipzig, Germany. ⟨hal-01352285⟩

Nicolas Duchateau, Nerea Mangado, Mario Ceresa, Pavel Mistrik, Sergio Vera, et al.. Virtual cochlear electrode insertion via parallel transport frame. Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, Apr 2015, New York, France. pp.1398 - 1401, ⟨10.1109/ISBI.2015.7164137⟩. ⟨hal-01207989⟩

Nicolas Duchateau, Maxime Sermesant. Prediction of infarct localization from myocardial deformation. Statistical Atlases and Computational Modeling of the Heart (STACOM 2015), Oct 2015, Munich, Germany. ⟨10.1007/978-3-319-28712-6_6⟩. ⟨hal-01208019v2⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Tamás Erdei, Alan Fraser, Gemma Piella, et al.. Can machine learning help to identify heart failure with preserved ejection fraction?. EuroEcho-Imaging, 2015, Seville, Spain. pp.ii38-9, ⟨10.1093/ehjci/jev263⟩. ⟨hal-01217975⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Tamás Erdei, Alan Fraser, Gemma Piella, et al.. Quantifying the contribution of stress echocardiography to the diagnosis of heart failure with preserved ejection fraction. EuroEcho-Imaging, 2015, Seville, Spain. pp.ii234, ⟨10.1093/ehjci/jev271⟩. ⟨hal-01217993⟩

Sergio Sanchez-Martinez, Nicolas Duchateau, Bart Bijnens, Tamás Erdei, Alan Fraser, et al.. Characterization of myocardial motion by multiple kernel learning: application to heart failure with preserved ejection fraction. 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⟩. ⟨hal-01208016⟩

Nerea Mangado, Mario Ceresa, Nicolas Duchateau, Hector Dejea, Hans Martin Kjer, et al.. Automatic generation of a computational model for monopolar stimulation of cochlear implants. Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S67-S68, ⟨10.1007/s11548-015-1213-2⟩. ⟨hal-01213341⟩

David Soto-Iglesias, Nicolas Duchateau, Constantine Butakoff, David Andreu, Juan Fernández-Armenta, et al.. Quantitative analysis of lead position vs. correction of electrical dyssynchrony in an experimental model of LBBB/CRT. FIMH: Functional Imaging and Modeling of the Heart, Jun 2015, Maastricht, Netherlands. pp.74-82, ⟨10.1007/978-3-319-20309-6_9⟩. ⟨hal-01208006⟩

Nicolas Duchateau, Maxime Sermesant, Pierre Gibelin, Emile Ferrari, Pamela Moceri. 3D regional right ventricular function in pulmonary hypertension. EuroEcho-Imaging, 2015, Seville, Spain. pp.ii69, ⟨10.1093/ehjci/jev251⟩. ⟨hal-01217956⟩

Nicolas Duchateau, Mathieu de Craene, Damien Legallois, Fabien Labombarda, Arnaud Pellissier, et al.. Statistical significance of 3D motion and deformation indexes for the analysis of LAD infarction. EuroEcho-Imaging, 2015, Seville, Spain. pp.ii81, ⟨10.1093/ehjci/jev278⟩. ⟨hal-01217963⟩

Marc-Michel Rohé, Nicolas Duchateau, Maxime Sermesant, Xavier Pennec. Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct. Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges. STACOM 2015., 2015, Munich, Germany. pp.190-198. ⟨hal-01206710⟩

Nerea Mangado, Nicolas Duchateau, Mario Ceresa, Hans Martin Kjer, Sergio Vera, et al.. Patient-specific virtual insertion of electrode array for electrical simulation of cochlear implants. Computer Assisted Radiology and Surgery (CARS), 2015, Barcelona, Spain. pp.S102-S103, ⟨10.1007/s11548-015-1213-2⟩. ⟨hal-01213345⟩

Nicolas Duchateau, Gemma Piella, Adelina Doltra, Lluis Mont, Josep Brugada, et al.. Manifold learning characterization of abnormal myocardial motion patterns: application to CRT-induced changes. Functional Imaging and Modeling of the Heart (FIMH), 2013, London, United Kingdom. pp.450-457, ⟨10.1007/978-3-642-38899-6_53⟩. ⟨hal-02320263⟩

Ali Pashaei, Gemma Piella, Xavier Planes, Nicolas Duchateau, Teresa María de Caralt, et al.. Image based cardiac acceleration map using statistical shape and 3D+t myocardial tracking models; in-vitro study on heart phantom. SPIE Conference on Medical Imaging, 2013, Lake Buena Vista, United States. pp.86710U, ⟨10.1117/12.2008068⟩. ⟨hal-02320276⟩

David Soto-Iglesias, Nicolas Duchateau, Constantine Butakoff, David Andreu, Juan Fernández-Armenta, et al.. Analyzing electrical patterns in an experimental swine model of dyssynchrony and CRT. Computing in Cardiology 2013 (CINC 2013), 2013, Zaragoza, Spain. pp.623-626. ⟨hal-02320217⟩

Nicolas Duchateau, Mathieu de Craene, Marta Sitges, Vicent Caselles. Adaptation of multiscale function extension to inexact matching. Application to the mapping of individuals to a learnt manifold. SEE International Conference on Geometric Science of Information (GSI 2013), 2013, Paris, France. pp.578-586, ⟨10.1007/978-3-642-40020-9_64⟩. ⟨hal-02320250⟩

Antonio R Porras, Mathieu de Craene, Nicolas Duchateau, Marta Sitges, Bart Bijnens, et al.. Myocardial motion estimation combining tissue Doppler and B-mode echocardiographic images. 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⟩. ⟨hal-02320234⟩

Ali Pashaei, Gemma Piella, Nicolas Duchateau, Luigi Gabrielli, Oscar Camara. Image-based estimation of myocardial acceleration using TDFFD: a phantom study. Statistical Atlases and Computational Modeling of the Heart (STACOM 2013), 2013, Nagoya, Japan. pp.262-270, ⟨10.1007/978-3-642-54268-8_31⟩. ⟨hal-02320194⟩

Nicolas Duchateau, Mathieu de Craene, Xavier Pennec, Beatriz Merino, Marta Sitges, et al.. Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences?. STIA 2012 (Spatio-Temporal Image Analysis for Longitudinal and Time-Series Image Data, Sep 2012, Nice, France. pp.25-37, ⟨10.1007/978-3-642-33555-6_3⟩. ⟨hal-00813822⟩

G Piella, A Porras, M de Craene, Nicolas Duchateau, A Frangi. Temporal diffeomorphic Free Form Deformation to quantify changes induced by left and right bundle branch block and pacing. 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⟩. ⟨hal-02320720⟩

M de Craene, Nicolas Duchateau, C Tobon-Gomez, B Ghafaryasl, G Piella, et al.. SPM to the heart: mapping of 4D continuous velocities for motion abnormality quantification. International Symposium on Biomedical Imaging (ISBI), 2012, Barcelone, Spain. pp.454-457, ⟨10.1109/ISBI.2012.6235582⟩. ⟨hal-02320726⟩

Karim Lekadir, Corné Hoogendoorn, Nicolas Duchateau, Alejandro Frangi. Construction of a Statistical Atlas of the Whole Heart from a Large 4D CT Database. Computing in Cardiology (CinC), 2012, Krakow, Poland. pp.541-545. ⟨hal-02320722⟩

Nicolas Duchateau, Mathieu de Craene, Gemma Piella, Alejandro Frangi. Characterizing Pathological Deviations from Normality using Constrained Manifold-Learning. 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⟩. ⟨hal-02320743⟩

Mathieu de Craene, C Tobon-Gomez, C Butakoff, Nicolas Duchateau, G Piella, et al.. Temporal diffeomorphic Free Form Deformation (TDFFD) applied to motion and deformation quantification of tagged MRI sequences. 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⟩. ⟨hal-02320745⟩

Mathieu de Craene, Gemma Piella, Nicolas Duchateau, Etel Silva, Adelina Doltra, et al.. Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images. 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⟩. ⟨hal-02320746⟩

Nicolas Duchateau, Mathieu de Craene, Gemma Piella, Corné Hoogendoorn, Etelvino Silva, et al.. Atlas-based Quantification of Myocardial Motion Abnormalities: Added-value for the Understanding of CRT Outcome?. Statistical Atlases and Computational Models of the Heart (STACOM), MICCAI’10 Workshop, 2010, Beijing, China. pp.65-74, ⟨10.1007/978-3-642-15835-3_7⟩. ⟨hal-02320748⟩

Mathieu de Craene, Federico M Sukno, Catalina Tobon-Gomez, Constantine Butakoff, Rosa M Figueras I Ventura, et al.. Atlas construction and image analysis using statistical cardiac models. 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⟩. ⟨hal-02320750⟩

Corné Hoogendoorn, Tristan Whitmarsh, Nicolas Duchateau, Federico M Sukno, Mathieu de Craene, et al.. A groupwise mutual information metric for cost efficient selection of a suitable reference in cardiac computational atlas construction. SPIE Conference on Medical Imaging, 2010, San Diego, United States. pp.76231R, ⟨10.1117/12.844428⟩. ⟨hal-02320752⟩

Nicolas Duchateau, Mathieu de Craene, Etel Silva, Marta Sitges, Bart Bijnens, et al.. Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion. 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⟩. ⟨hal-02320756⟩

Sylvie Puong, Xavier Bouchevreau, Nicolas Duchateau, Razvan Iordache, Serge Müller. Optimization of beam parameters and iodine quantification in dual-energy contrast enhanced digital breast tomosynthesis. SPIE Conference on Medical Imaging, 2008, San Diego, United States. pp.69130Z, ⟨10.1117/12.770148⟩. ⟨hal-02320759⟩

Anne Durécu, Olivier Vasseur, Pierre Bourdon, Bernd Eberle, Helge Bürsing, et al.. Assessment of laser-dazzling effects on TV cameras by means of pattern recognition algorithms. SPIE Conference on Technologies for Optical Countermeasures, 2007, Florence, Italy. pp.67380J. ⟨hal-02320761⟩

Nicolas Duchateau, Filip Loncaric, Marta Sitges, Bart Bijnens. Three-dimensional assessment of cardiac motion and deformation. 3D echocardiography, 3rd edition, 2020. ⟨hal-02460177⟩

Nicolas Duchateau, Gemma Piella, Alejandro Frangi, Mathieu de Craene. Learning pathological deviations from a normal pattern of myocardial motion: Added value for CRT studies?. Guorong Wu; Dinggang Shen; Mert Sabuncu. Machine learning and medical imaging, 1st Edition, Elsevier, pp.365-382, 2016. ⟨hal-01352464⟩

Nicolas Duchateau, Bart Bijnens, Jan d'Hooge, Marta Sitges. Three-dimensional Assessment of Cardiac Motion and Deformation. T Shiota, ed. 3D echocardiography, 2nd edition, CRC press, pp.201-213, 2013, 9781841849935. ⟨hal-02320766⟩

Qiao Zheng, Hervé Delingette, Nicolas Duchateau, Nicholas Ayache. 3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation. 2018. ⟨hal-01755317⟩