|
Reinforcement learning for active modality selection during diagnosis
Gabriel Bernardino
,
Anders Jonsson
,
Filip Loncaric
,
Pablo-Miki Marti Castellote
,
Marta Sitges
et al.
25th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2022, Singapore, Singapore
Conference papers
hal-03752018v1
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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
|
|
Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling
Gabriel Bernardino
,
Patrick Clarysse
,
Álvaro Sepúlveda-Martínez
,
Mérida Rodríguez-López
,
Susanna Prat-Gonzàlez
et al.
Conference papers
hal-03536022v1
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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
et al.
Medical Image Analysis and Artificial Intelligence (MAI), 2nd Sino-French workshop. 2021., Oct 2021, Virtual, France
Conference papers
hal-03522559v1
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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
et al.
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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Characterizing myocardial ischemia and reperfusion patterns with hierarchical manifold learning
Benoit Freiche
,
Patrick Clarysse
,
Magalie Viallon
,
P. Croisille
,
Nicolas Duchateau
et al.
Statistical Atlases and Computational Modeling of the Heart (STACOM), MICCAI Workshop, 2021, Strasbourg, France
Conference papers
hal-03510191v1
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Right ventricular remodelling in CHD-PAH patients using 3D speckle tracking
Pamela Moceri
,
Nicolas Duchateau
,
N Dursent
,
Xavier Iriart
,
Sébastien Hascoet
et al.
JESFC 2020 - 30es Journées Européennes de la Société Française de Cardiologie, Jan 2020, Paris, France. pp.163-4
Conference papers
hal-02445303v1
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|
Three dimensional right ventricular strain in pediatric pulmonary hypertension
Pei-Ni Jone
,
Nicolas Duchateau
,
Zhaoxing Pan
,
Dunbar Ivy
,
Pamela Moceri
et al.
ACC scientific sessions, 2019, New Orleans, United States
Conference papers
hal-01994481v1
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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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|
Incremental prognostic value of changes in 3D right ventricular function in pulmonary hypertension
Pamela Moceri
,
Nicolas Duchateau
,
Delphine Baudouy
,
Céline Sanfiorenzo
,
Fabien Squara
et al.
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Conference papers
hal-02161692v1
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|
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
et al.
Congrès National d’Imagerie du Vivant, 2019, Paris, France
Conference papers
hal-01994480v1
|
|
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
et al.
ASE Scientific Sessions, 2019, Portland, United States
Conference papers
hal-02178261v1
|
|
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
et al.
JE SFC 2019 - 29es Journées Européennes de la Société Française de Cardiologie, Jan 2019, Paris, France
Conference papers
hal-02161694v1
|
|
Domain adaptation via dimensionality reduction for the comparison of cardiac simulation models
Nicolas Duchateau
,
Kenny Rumindo
,
Patrick Clarysse
Conference papers
hal-02154942v1
|
|
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
et al.
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
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|
Right ventricular function in acute pulmonary embolism: a three-dimensional strain study
Pamela Moceri
,
Nicolas Duchateau
,
Benjamin Sartre
,
M Sermesant
,
Emile Ferrari
et al.
Euroecho, 2018, Milan, Italy
Conference papers
hal-01994484v1
|
|
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
et al.
2018 World Congress of Biomechanics, Jul 2018, Dublin, Ireland
Conference papers
hal-01912922v1
|
|
Parallel Transport of Surface Deformations from Pole Ladder to Symmetrical Extension
Shuman Jia
,
Nicolas Duchateau
,
Pamela Moceri
,
Maxime Sermesant
,
Xavier Pennec
et al.
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
et al.
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
et al.
ESC congress, 2018, Munich, Germany
Conference papers
hal-01994488v1
|
|
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
et al.
ESC congress, 2018, Munich, Germany
Conference papers
hal-01994487v1
|
|
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
et al.
ESC congress, 2018, Munich, Germany
Conference papers
hal-01994486v1
|
|
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
et al.
Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Conference papers
hal-01505515v1
|
|
Inter-operator variability of shapes and strain patterns: insights from a myocardial strain course
Nicolas Duchateau
,
Maja Cikes
,
Adelina Doltra
,
Marta Sitges
,
Bart Bijnens
et al.
Euroecho, 2017, Libson, Portugal
Conference papers
hal-01994489v1
|
|
3D right ventricular strain: comparative analysis of Tetralogy of Fallot and atrial septal defect
P Moceri
,
M Sermesant
,
D Baudouy
,
E. Ferrari
,
Nicolas Duchateau
et al.
Euroecho-Imaging 2017 - Twenty-First Annual Meeting of the European Association of Echocardiography, Dec 2017, Lisbon, Portugal
Conference papers
hal-01994491v1
|
|
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
et al.
9th International Conference, Functional Imaging and Modeling of the Heart (FIMH), 2017, Toronto, Canada. pp.106-114
Conference papers
hal-01829278v1
|
|
Combining imaging, biomechanical modeling and data analysis for myocardial infarct localization and characterization
Gerardo Rumindo
,
Nicolas Duchateau
,
Pierre Croisille
,
Jacques Ohayon
,
Patrick Clarysse
et al.
Journée Scientifique de la faculté des Sciences et technologies de l'UCBL, Jun 2017, Lyon, France
Conference papers
hal-01561663v1
|
|
Three-dimensional speckle tracking of the right ventricle : implications on survival
Pamela Moceri
,
Nicolas Duchateau
,
Delphine Baudouy
,
Elie-Dan Schouver
,
P Bouvier
et al.
Journées Européennes de la Société Française de Cardiologie, 2017, Paris, France
Conference papers
hal-02161690v1
|
|
Three-dimensional speckle tracking of the right ventricle: implications on survival in pulmonary hypertension
Pamela Moceri
,
Nicolas Duchateau
,
Delphine Baudouy
,
Sylvie Leroy
,
Priscille Bouvier
et al.
European Society of Cardiology (ESC) Congress, Aug 2016, Rome, Italy. pp.994
Conference papers
hal-01315011v1
|
|
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
et al.
EuroEcho-Imaging, Dec 2016, Leipzig, Germany
Conference papers
hal-01352285v1
|
|
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
|
|
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
et al.
GRIC - Journées Francophones de Radiologie, 2016, Paris, France
Conference papers
hal-02161688v1
|
|
Prediction of infarct localization from myocardial deformation
Nicolas Duchateau
,
Maxime Sermesant
Conference papers
hal-01208019v2
|
|
Can machine learning help to identify heart failure with preserved ejection fraction?
Sergio Sanchez-Martinez
,
Nicolas Duchateau
,
Tamás Erdei
,
Alan Fraser
,
Gemma Piella
et al.
Conference papers
hal-01217975v1
|
|
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
et al.
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
|
|
Automatic generation of a computational model for monopolar stimulation of cochlear implants
Nerea Mangado
,
Mario Ceresa
,
Nicolas Duchateau
,
Hector Dejea
,
Hans Martin Kjer
et al.
Conference papers
hal-01213341v1
|
|
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
et al.
Conference papers
hal-01217993v1
|
|
Patient-specific virtual insertion of electrode array for electrical simulation of cochlear implants
Nerea Mangado
,
Nicolas Duchateau
,
Mario Ceresa
,
Hans Martin Kjer
,
Sergio Vera
et al.
Conference papers
hal-01213345v1
|
|
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
et al.
Conference papers
hal-01217963v1
|
|
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
|
|
3D regional right ventricular function in pulmonary hypertension
Nicolas Duchateau
,
Maxime Sermesant
,
Pierre Gibelin
,
Emile Ferrari
,
Pamela Moceri
et al.
Conference papers
hal-01217956v1
|
|
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
et al.
Conference papers
hal-01208006v1
|
|
Virtual cochlear electrode insertion via parallel transport frame
Nicolas Duchateau
,
Nerea Mangado
,
Mario Ceresa
,
Pavel Mistrik
,
Sergio Vera
et al.
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
|
|
Manifold learning characterization of abnormal myocardial motion patterns: application to CRT-induced changes
Nicolas Duchateau
,
Gemma Piella
,
Adelina Doltra
,
Lluis Mont
,
Josep Brugada
et al.
Conference papers
hal-02320263v1
|
|
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
et al.
SPIE Conference on Medical Imaging, 2013, Lake Buena Vista, United States. pp.86710U, ⟨10.1117/12.2008068⟩
Conference papers
hal-02320276v1
|
|
Image-based estimation of myocardial acceleration using TDFFD: a phantom study
Ali Pashaei
,
Gemma Piella
,
Nicolas Duchateau
,
Luigi Gabrielli
,
Oscar Camara
et al.
Conference papers
hal-02320194v1
|
|
Myocardial motion estimation combining tissue Doppler and B-mode echocardiographic images
Antonio R Porras
,
Mathieu de Craene
,
Nicolas Duchateau
,
Marta Sitges
,
Bart Bijnens
et al.
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
|
|
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
Conference papers
hal-02320250v1
|
|
Analyzing electrical patterns in an experimental swine model of dyssynchrony and CRT
David Soto-Iglesias
,
Nicolas Duchateau
,
Constantine Butakoff
,
David Andreu
,
Juan Fernández-Armenta
et al.
Computing in Cardiology 2013 (CINC 2013), 2013, Zaragoza, Spain. pp.623-626
Conference papers
hal-02320217v1
|
|
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
|
|
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
et al.
Conference papers
hal-02320726v1
|
|
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
et al.
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
et al.
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
|
|
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
et al.
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
|
|
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
|
|
Temporal Diffeomorphic Free-Form Deformation for Strain Quantification in 3D-US Images
Mathieu de Craene
,
Gemma Piella
,
Nicolas Duchateau
,
Etel Silva
,
Adelina Doltra
et al.
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
|
|
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
et al.
SPIE Conference on Medical Imaging, 2010, San Diego, United States. pp.76231R, ⟨10.1117/12.844428⟩
Conference papers
hal-02320752v1
|
|
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
et al.
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
|
|
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
et al.
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
|
|
Septal Flash Assessment on CRT Candidates Based on Statistical Atlases of Motion
Nicolas Duchateau
,
Mathieu de Craene
,
Etel Silva
,
Marta Sitges
,
Bart Bijnens
et al.
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
|
|
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
et al.
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
et al.
SPIE Conference on Technologies for Optical Countermeasures, 2007, Florence, Italy. pp.67380J
Conference papers
hal-02320761v1
|