Nicolas Duchateau
Nicolas Duchateau
Associate Professor at CREATIS - Université Lyon 1, France
Verifierad e-postadress på creatis.insa-lyon.fr - Startsida
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Temporal diffeomorphic Free-Form Deformation: application to motion and strain estimation from 3D echocardiography
M De Craene, G Piella, O Camara, N Duchateau, E Silva, A Doltra, ...
Medical Image Analysis 16 (2), 427-450, 2012
3D consistent & robust segmentation of cardiac images by deep learning with spatial propagation
Q Zheng, H Delingette, N Duchateau, N Ayache
IEEE Transactions on Medical Imaging 37, 2137-2148, 2018
Machine-learning based phenogrouping in heart failure to identify responders to resynchronization therapy
M Cikes, S Sanchez-Martinez, B Claggett, N Duchateau, G Piella, ...
European Journal of Heart Failure 21, 74-85, 2019
A high-resolution atlas and statistical model of the human heart from multislice CT
C Hoogendoorn, N Duchateau, D Sánchez-Quintana, T Whitmarsh, ...
IEEE Transactions on Medical Imaging 32 (1), 28-44, 2013
Machine learning analysis of left ventricular function to characterize heart failure with preserved ejection fraction
S Sanchez-Martinez, N Duchateau, T Erdei, G Kunszt, S Aakhus, ...
Circulation Cardiovascular Imaging 11, e007138, 2018
A spatiotemporal statistical atlas of motion for the quantification of abnormal myocardial tissue velocities
N Duchateau, M De Craene, G Piella, E Silva, A Doltra, M Sitges, ...
Medical Image Analysis 15 (3), 316-328, 2011
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, N Duchateau, F Perez-Villa, ...
European Heart Journal: Cardiovascular Imaging 16 (1), 62-67, 2015
Three-dimensional right-ventricular regional deformation and survival in pulmonary hypertension
P Moceri, N Duchateau, D Baudouy, ED Schouver, S Leroy, F Squara, ...
European Heart Journal: Cardiovascular Imaging 19 (4), 450-458, 2018
Characterization of myocardial motion patterns by unsupervised multiple kernel learning
S Sanchez-Martinez, N Duchateau, T Erdei, A Fraser, B Bijnens, G Piella
Medical Image Analysis 35, 70-82, 2017
Proposed requirements for cardiovascular imaging-related machine learning evaluation (PRIME): a checklist
PP Sengupta, S Shrestha, B Berthon, E Messas, E Donal, G Tison, JK Min, ...
JACC Cardiovascular Imaging 13, 2017-35, 2020
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge
A Suinesiaputra, P Ablin, X Alba, M Alessandrini, J Allen, W Bai, S Cimen, ...
IEEE Journal of Biomedical and Health Informatics 22 (2), 503-515, 2017
Atrial functional and geometrical remodeling in highly trained male athletes: for better or worse?
L Gabrielli, B Bijnens, C Butakoff, N Duchateau, S Montserrat, B Merino, ...
European Journal of Applied Physiology 114, 1143-52, 2014
Assessment of laser-dazzling effects on TV-cameras by means of pattern recognition algorithms
A Durécu, O Vasseur, P Bourdon, B Eberle, H Bürsing, J Dellinger, ...
SPIE Conference on Technologies for Optical Countermeasures, 67380J, 2007
Differential atrial performance at rest and during exercise in highly trained athletes: a potential trigger for developing atrial dysfunction?
L Gabrielli, B Bijnens, C Bambrila, N Duchateau, J Marin, I Sitges-Serra, ...
Scandinavian Journal of Medicine and Science in Sports 26, 1444-54, 2016
Constrained manifold learning for the characterization of pathological deviations from normality
N Duchateau, M De Craene, G Piella, A Frangi
Medical Image Analysis 16 (8), 1532-1549, 2012
Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models
C Tobon-Gomez, N Duchateau, R Sebastian, S Marchesseau, O Camara, ...
Medical & Biological Engineering & Computing 51 (11), 1235-1250, 2013
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, M Sermesant
IEEE Transactions on Medical Imaging 35 (10), 2340-2352, 2016
Temporal diffeomorphic Free Form Deformation (TDFFD) applied to motion and deformation quantification of tagged MRI sequences
M De Craene, C Tobon-Gomez, C Butakoff, N Duchateau, G Piella, ...
Statistical Atlases and Computational Models of the Heart (STACOM), MICCAI …, 2012
Temporal diffeomorphic free-form deformation for strain quantification in 3D-US images
M De Craene, G Piella, N Duchateau, E Silva, A Doltra, H Gao, J D’hooge, ...
Medical Image Computing and Computer Assisted Intervention (MICCAI’10), LNCS …, 2010
Model-based generation of large databases of cardiac images: synthesis of pathological cine MR sequences from real healthy cases
N Duchateau, M Sermesant, H Delingette, N Ayache
IEEE Transactions on Medical Imaging 37 (3), 755-766, 2018
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