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N. Duchateau · SciRah

Researcher profile · Semantic Scholar

N. Duchateau

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N. Duchateau — researcher profile on SciRah

h-index: 23
Works: 119
Citations: 2,354

Most-cited papers

Machine learning‐based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy
M. Čikeš, S. Sanchez-Martinez, B. Claggett, N. Duchateau +10 more
2018European Journal of Heart Failure221 citations Open access
Semantic Scholar
Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist
P. Sengupta, S. Shrestha, B. Berthon, E. Messas +20 more
2020JACC Cardiovascular Imaging210 citations Open access
Semantic Scholar
3-D Consistent and Robust Segmentation of Cardiac Images by Deep Learning With Spatial Propagation
Q. Zheng, H. Delingette, N. Duchateau, N. Ayache
2018IEEE Transactions on Medical Imaging180 citations
Semantic Scholar
Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction
S. Sanchez-Martinez, N. Duchateau, T. Erdei, Gabor Kunszt +7 more
2018Circulation Cardiovascular Imaging110 citations Open access
Semantic Scholar
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT
C. Hoogendoorn, N. Duchateau, D. Sánchez-Quintana, T. Whitmarsh +4 more
2013IEEE Transactions on Medical Imaging109 citations Open access
Semantic Scholar
Left atrial dysfunction relates to symptom onset in patients with heart failure and preserved left ventricular ejection fraction.
L. Sanchís, L. Gabrielli, R. Andrea, C. Falces +4 more
2015European Heart Journal-Cardiovascular Imaging105 citations
Semantic Scholar
Echocardiography Segmentation With Enforced Temporal Consistency
Nathan Painchaud, N. Duchateau, O. Bernard, Pierre-Marc Jodoin
2021IEEE Transactions on Medical Imaging97 citations Open access
Semantic Scholar
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge
Avan Suinesiaputra, Pierre Ablin, Xènia Albà, Martino Alessandrini +32 more
2017IEEE journal of biomedical and health informatics94 citations Open access
Semantic Scholar
Three-dimensional right-ventricular regional deformation and survival in pulmonary hypertension
P. Moceri, N. Duchateau, D. Baudouy, E. Schouver +4 more
2018European Heart Journal-Cardiovascular Imaging86 citations Open access
Semantic Scholar
Characterization of myocardial motion patterns by unsupervised multiple kernel learning
S. Sanchez-Martinez, N. Duchateau, T. Erdei, A. Fraser +2 more
2017Medical Image Anal.63 citations Open access
Semantic Scholar
Atrial functional and geometrical remodeling in highly trained male athletes: for better or worse?
L. Gabrielli, B. Bijnens, C. Butakoff, N. Duchateau +7 more
2014European Journal of Applied Physiology52 citations
Semantic Scholar
Model-Based Generation of Large Databases of Cardiac Images: Synthesis of Pathological Cine MR Sequences From Real Healthy Cases
N. Duchateau, Maxime Sermesant, H. Delingette, N. Ayache
2018IEEE Transactions on Medical Imaging47 citations
Semantic Scholar
Constrained manifold learning for the characterization of pathological deviations from normality
N. Duchateau, M. De Craene, G. Piella, Alejandro F Frangi
2012Medical Image Anal.38 citations Open access
Semantic Scholar
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models
C. Tobon-Gomez, N. Duchateau, R. Sebastián, S. Marchesseau +18 more
2013Medical and Biological Engineering and Computing35 citations Open access
Semantic Scholar
Machine Learning Approaches for Myocardial Motion and Deformation Analysis
N. Duchateau, A. King, M. De Craene
2020Frontiers in Cardiovascular Medicine34 citations Open access
Semantic Scholar
Three-dimensional right ventricular shape and strain in congenital heart disease patients with right ventricular chronic volume loading.
P. Moceri, N. Duchateau, Stephane Gillon, L. Jaunay +4 more
2020European Heart Journal-Cardiovascular Imaging27 citations
Semantic Scholar
Infarct Localization From Myocardial Deformation: Prediction and Uncertainty Quantification by Regression From a Low-Dimensional Space
N. Duchateau, M. De Craene, P. Allain, E. Saloux +1 more
2016IEEE Transactions on Medical Imaging26 citations
Semantic Scholar
Speckle Tracking
N. Duchateau, F. Loncaric, M. Sitges, B. Bijnens
20203D Echocardiography24 citations
Semantic Scholar
Quantitative Analysis of Electro-Anatomical Maps: Application to an Experimental Model of Left Bundle Branch Block/Cardiac Resynchronization Therapy
David Soto Iglesias, N. Duchateau, Constantine Butakoff Kostantyn Butakov, D. Andreu +5 more
2017IEEE Journal of Translational Engineering in Health and Medicine22 citations Open access
Semantic Scholar
Adaptation of Multiscale Function Extension to Inexact Matching: Application to the Mapping of Individuals to a Learnt Manifold
N. Duchateau, M. De Craene, M. Sitges, V. Caselles
2013International Conference on Geometric Science of Information22 citations Open access
Semantic Scholar
Development of a Swine Model of Left Bundle Branch Block for Experimental Studies of Cardiac Resynchronization Therapy
M. Rigol, N. Solanes, J. Fernández-Armenta, Etelvino Silva +8 more
2013Journal of Cardiovascular Translational Research22 citations Open access
Semantic Scholar
Infarct localization from myocardial deformation: Prediction and uncertainty quantification by regression from a low-dimensional space.
N. Duchateau, M. De Craene, P. Allain, E. Saloux +1 more
2016IEEE Transactions on Medical Imaging21 citations Open access
Semantic Scholar
Automatic Model Generation Framework for Computational Simulation of Cochlear Implantation
N. Mangado, M. Ceresa, N. Duchateau, H. Kjer +8 more
2015Annals of Biomedical Engineering17 citations Open access
Semantic Scholar
Reinforcement Learning for Active Modality Selection During Diagnosis
G. Bernardino, Anders Jonsson, F. Loncaric, P. M. Castellote +3 more
2022International Conference on Medical Image Computing and Computer-Assisted Intervention15 citations
Semantic Scholar
Myocardial motion and deformation patterns in an experimental swine model of acute LBBB/CRT and chronic infarct
N. Duchateau, M. Sitges, A. Doltra, J. Fernández-Armenta +9 more
2014The International Journal of Cardiovascular Imaging13 citations Open access
Semantic Scholar
Right ventricular area strain from 3-dimensional echocardiography: Mechanistic insight of right ventricular dysfunction in pediatric pulmonary hypertension.
Pei-Ni Jone, N. Duchateau, Zhao-Xing Pan, D. Ivy +1 more
2020The Journal of Heart and Lung Transplantation11 citations
Semantic Scholar
CARS 2015—Computer Assisted Radiology and Surgery Proceedings of the 29th International Congress and Exhibition Barcelona, Spain, June 24–27, 2015
N. Mangado, M. Ceresa, N. Duchateau, H. Dejea Velardo +6 more
2015International Journal of Computer Assisted Radiology and Surgery11 citations Open access
Semantic Scholar
Combination of Polyaffine Transformations and Supervised Learning for the Automatic Diagnosis of LV Infarct
Marc-Michel Rohé, N. Duchateau, Maxime Sermesant, X. Pennec
2015STACOM@MICCAI11 citations
Semantic Scholar
Atlas-based quantification of myocardial motion abnormalities: added-value for understanding the effect of cardiac resynchronization therapy.
N. Duchateau, A. Doltra, Etelvino Silva, M. De Craene +6 more
2012Ultrasound in Medicine and Biology11 citations Open access
Semantic Scholar
Temporal Diffeomorphic Free Form Deformation to Quantify Changes Induced by Left and Right Bundle Branch Block and Pacing
G. Piella, A. R. Porras, M. De Craene, N. Duchateau +1 more
2012International Workshop on Statistical Atlases and Computational Models of the Heart10 citations Open access
Semantic Scholar
Improved Myocardial Motion Estimation Combining Tissue Doppler and B-Mode Echocardiographic Images
A. R. Porras, Martino Alessandrini, M. De Craene, N. Duchateau +7 more
2014IEEE Transactions on Medical Imaging9 citations Open access
Semantic Scholar
Pixel-wise statistical analysis of myocardial injury in STEMI patients with delayed enhancement MRI
N. Duchateau, M. Viallon, L. Petrusca, P. Clarysse +3 more
2023Frontiers in Cardiovascular Medicine8 citations Open access
Semantic Scholar
Quantification of local changes in myocardial motion by diffeomorphic registration via currents: Application to paced hypertrophic obstructive cardiomyopathy in 2D echocardiographic sequences
N. Duchateau, G. Giraldeau, L. Gabrielli, J. Fernández-Armenta +7 more
2015Medical Image Anal.8 citations Open access
Semantic Scholar
Prediction of Infarct Localization from Myocardial Deformation
N. Duchateau, Maxime Sermesant
2015STACOM@MICCAI8 citations Open access
Semantic Scholar
Outcome Prediction
B. Ly, M. Pop, H. Cochet, N. Duchateau +2 more
2023AI and Big Data in Cardiology7 citations Open access
Semantic Scholar
Variability in the Assessment of Myocardial Strain Patterns: Implications for Adequate Interpretation.
N. Duchateau, F. Lončarić, M. Čikeš, A. Doltra +2 more
2019Ultrasound in Medicine and Biology7 citations Open access
Semantic Scholar
Dyssynchronization reduces dynamic obstruction without affecting systolic function in patients with hypertrophic obstructive cardiomyopathy: a pilot study
G. Giraldeau, N. Duchateau, B. Bijnens, L. Gabrielli +6 more
2016The International Journal of Cardiovascular Imaging7 citations Open access
Semantic Scholar
Virtual cochlear electrode insertion via parallel transport frame
N. Duchateau, N. Mangado, M. Ceresa, P. Mistrík +2 more
2015IEEE International Symposium on Biomedical Imaging7 citations Open access
Semantic Scholar
Interatrial Dyssynchrony May Contribute to Heart Failure Symptoms in Patients with Preserved Ejection Fraction
L. Sanchís, L. Vannini, L. Gabrielli, N. Duchateau +4 more
2015Echocardiography7 citations Open access
Semantic Scholar
Value of 3D right ventricular function over 2D assessment in acute pulmonary embolism
P. Moceri, N. Duchateau, B. Sartre, D. Baudouy +3 more
2021Echocardiography6 citations
Semantic Scholar
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension
Shuman Jia, N. Duchateau, P. Moceri, Maxime Sermesant +1 more
2018ShapeMI@MICCAI6 citations
Semantic Scholar
3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation
Q. Zheng, H. Delingette, N. Duchateau, N. Ayache
2018arXiv.org6 citations
Semantic Scholar
Strain-Based Parameters for Infarct Localization: Evaluation via a Learning Algorithm on a Synthetic Database of Pathological Hearts
G. K. Rumindo, N. Duchateau, P. Croisille, J. Ohayon +1 more
2017Functional Imaging and Modeling of the Heart6 citations
Semantic Scholar
Three-dimensional Assessment of Cardiac Motion and Deformation
N. Duchateau, B. Bijnens, J. D'Hooge, M. Sitges
20146 citations
Semantic Scholar
Learning Interactions Between Cardiac Shape and Deformation: Application to Pulmonary Hypertension
M. Di Folco, P. Clarysse, P. Moceri, N. Duchateau
2019STACOM@MICCAI5 citations
Semantic Scholar
Characterization of Myocardial Velocities by Multiple Kernel Learning: Application to Heart Failure with Preserved Ejection Fraction
S. Sanchez-Martinez, N. Duchateau, B. Bijnens, T. Erdei +2 more
2015Functional Imaging and Modeling of the Heart5 citations Open access
Semantic Scholar
Model generation of coronary artery bifurcations from CTA and single plane angiography.
R. Cárdenes, J. Díez, N. Duchateau, A. Pashaei +1 more
2012Medical Physics (Lancaster)5 citations Open access
Semantic Scholar
Additional prognostic value of echocardiographic follow-up in pulmonary hypertension-role of 3D right ventricular area strain.
P. Moceri, N. Duchateau, D. Baudouy, F. Squara +3 more
2022European Heart Journal-Cardiovascular Imaging4 citations
Semantic Scholar
Population-Based Personalization of Geometric Models of Myocardial Infarction
Kannara Mom, P. Clarysse, N. Duchateau
2021Functional Imaging and Modeling of the Heart4 citations
Semantic Scholar
Analyzing electrical patterns in an experimental swine model of dyssynchrony and CRT
D. Soto-Iglesias, N. Duchateau, C. Butakoff, D. Andreu +4 more
2013Computers in cardiology4 citations
Semantic Scholar

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