1. Recherche
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hal-01206710v1  Communication dans un congrès
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 Modeling of the Heart (STACOM 2015), 2015, Munich, Germany
hal-01315011v1  Communication dans un congrès
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. 37 (S1), pp.994, 2016, European Heart Journal, Abstracts from the European Society of Cardiology (ESC) Congress
hal-01352285v1  Communication dans un congrès
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. 2016, European Heart Journal: Cardiovascular Imaging, Abstracts from the EuroEcho-Imaging congress
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hal-01352460v1  Communication dans un congrès
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. 2016, Lecture Notes in Computer Science
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hal-01352464v1  Chapitre d'ouvrage
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
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hal-01213341v1  Communication dans un congrès
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. 10 (S1), pp.S67-S68, 2015, International Journal of Computer Assisted Radiology and Surgery. <10.1007/s11548-015-1213-2>
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hal-01213345v1  Communication dans un congrès
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. 10 (S1), pp.S102-S103, 2015, International Journal of Computer Assisted Radiology and Surgery. <10.1007/s11548-015-1213-2>
hal-00813822v1  Communication dans un congrès
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?
Durrleman, Stanley and Fletcher, Tom and Gerig, Guido and Niethammer, Marc. STIA 2012 (Spatio-Temporal Image Analysis for Longitudinal and Time-Series Image Data, Sep 2012, Nice, France. Springer, Heidelberg, 7570, pp.25-37, 2012, LNCS. <10.1007/978-3-642-33555-6_3>
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hal-01208016v1  Communication dans un congrès
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. 9126, pp.65-73, 2015, Functional Imaging and Modeling of the Heart, LNCS. <10.1007/978-3-319-20309-6_8>
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hal-01207989v1  Communication dans un congrès
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, 2015, Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on. <http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7164137&tag=1>. <10.1109/ISBI.2015.7164137>
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hal-01208006v1  Communication dans un congrès
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. 8th International Conference, FIMH 2015, Maastricht, The Netherlands, June 25-27, 2015. Proceedings, LNCS (9126), pp.74-82, 2015, Functional Imaging and Modeling of the Heart. <10.1007/978-3-319-20309-6_9>
hal-01217956v1  Communication dans un congrès
Nicolas Duchateau, Maxime Sermesant, Pierre Gibelin, Emile Ferrari, Pamela Moceri. 3D regional right ventricular function in pulmonary hypertension
EuroEcho-Imaging, 2015, Seville, Spain. 16 (S2), pp.ii69, 2015, European Heart Journal: Cardiovascular Imaging, Abstracts from the EuroEcho-Imaging congress. <10.1093/ehjci/jev251>
hal-01217975v1  Communication dans un congrès
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. 16 (S2), pp.ii38-9, 2015, European Heart Journal: Cardiovascular Imaging, Abstracts from the EuroEcho-Imaging congress. <10.1093/ehjci/jev263>
hal-01217993v1  Communication dans un congrès
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. 16 (S2), pp.ii234, 2015, European Heart Journal: Cardiovascular Imaging, Abstracts from the EuroEcho-Imaging congress. <10.1093/ehjci/jev271>
hal-01217963v1  Communication dans un congrès
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. 16 (S2), pp.ii81, 2015, European Heart Journal: Cardiovascular Imaging, Abstracts from the EuroEcho-Imaging congress. <10.1093/ehjci/jev278>
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hal-01208019v2  Communication dans un congrès
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. 9534 (51-59), 2015, Statistical Atlases and Computational Modeling of the Heart. <10.1007/978-3-319-28712-6_6>
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hal-01533793v1  Article dans une revue
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, 2017
hal-01095151v1  Article dans une revue
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>
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hal-01533788v1  Article dans une revue
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, 2017
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hal-01314767v1  Article dans une revue
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>
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hal-01314765v1  Article dans une revue
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>
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hal-01398828v1  Article dans une revue
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
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hal-01533805v1  Article dans une revue
Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini, Jack 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, 2017, pp.13. <10.1109/JBHI.2017.2652449>
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hal-01331550v1  Article dans une revue
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>

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