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2020 – today
- 2023
[c30]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Decoupled Conditional Contrastive Learning with Variable Metadata for Prostate Lesion Detection. MILLanD@MICCAI 2023: 95-105- [i5]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Decoupled conditional contrastive learning with variable metadata for prostate lesion detection. CoRR abs/2308.09542 (2023) - 2022
- [j4]Martin Charachon
, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon:
Leveraging conditional generative models in a general explanation framework of classifier decisions. Future Gener. Comput. Syst. 132: 223-238 (2022) - [c29]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Optimizing Transformations for Contrastive Learning in a Differentiable Framework. MILLanD@MICCAI 2022: 96-105 - [i4]Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch:
Optimizing transformations for contrastive learning in a differentiable framework. CoRR abs/2207.13367 (2022) - 2021
- [c28]Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon:
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI 2021: 44-55 - [i3]Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon:
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions. CoRR abs/2106.10947 (2021) - 2020
- [c27]Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon:
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. ICPR 2020: 7188-7195 - [i2]Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon:
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification. CoRR abs/2012.07332 (2020)
2010 – 2019
- 2017
- [j3]Laurence Rouet, Benoit Mory, E. Attia, K. Bredahl, A. Long, Roberto Ardon:
A minimally interactive and reproducible method for abdominal aortic aneurysm quantification in 3D ultrasound and computed tomography with implicit template deformations. Comput. Medical Imaging Graph. 58: 75-85 (2017) - [c26]Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch:
Classification of MRI data using deep learning and Gaussian process-based model selection. ISBI 2017: 745-748 - [c25]Caroline Raynaud, Cybèle Ciofolo-Veit, Thierry Lefèvre, Roberto Ardon, Angelo Cavallaro, Ibtisam Salim, Aris T. Papageorghiou, Laurence Rouet:
Multi-organ Detection in 3D Fetal Ultrasound with Machine Learning. FIFI/OMIA@MICCAI 2017: 62-72 - [i1]Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch:
Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection. CoRR abs/1701.04355 (2017) - 2016
- [c24]Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru:
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. Computer-Aided Diagnosis 2016: 97851Q - 2015
- [c23]Roberto Ardon, Rémi Cuingnet, Ketan Bacchuwar, Vincent Auvray:
Fast kidney detection and segmentation with learned kernel convolution and model deformation in 3D ultrasound images. ISBI 2015: 268-271 - 2014
- [c22]Raphael Prevost, Rémi Cuingnet, Benoit Mory, Laurent D. Cohen, Roberto Ardon:
Tagged Template Deformation. MICCAI (1) 2014: 674-681 - 2013
- [c21]Raphael Prevost, Rémi Cuingnet, Benoit Mory, Jean-Michel Correas, Laurent D. Cohen, Roberto Ardon:
Joint Co-segmentation and Registration of 3D Ultrasound Images. IPMI 2013: 268-279 - [c20]Rémi Cuingnet, Oudom Somphone, Benoit Mory, Raphael Prevost, Mohammad Yaqub, Raffaele Napolitano, Aris T. Papageorghiou, David Roundhill, J. Alison Noble, Roberto Ardon:
Where is my baby? A fast fetal head auto-alignment in 3D-ultrasound. ISBI 2013: 768-771 - [c19]Oudom Somphone, Mathieu De Craene, Roberto Ardon, Benoit Mory, Pascal Allain, Hang Gao, Jan D'hooge, Stéphanie Marchesseau, Maxime Sermesant, Hervé Delingette, Eric Saloux:
Fast myocardial motion and strain estimation in 3D cardiac ultrasound with Sparse Demons. ISBI 2013: 1182-1185 - [c18]Mohammad Yaqub, Rémi Cuingnet, Raffaele Napolitano, David Roundhill, Aris T. Papageorghiou, Roberto Ardon, J. Alison Noble:
Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound. MLMI 2013: 25-32 - [c17]Raphael Prevost, Rémi Cuingnet, Benoit Mory, Laurent D. Cohen, Roberto Ardon:
Incorporating Shape Variability in Image Segmentation via Implicit Template Deformation. MICCAI (3) 2013: 82-89 - [c16]Raphael Prevost, Blandine Romain, Rémi Cuingnet, Benoit Mory, Laurence Rouet, Olivier Lucidarme, Laurent D. Cohen, Roberto Ardon:
Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation. MICCAI (2) 2013: 99-107 - [c15]Romane Gauriau, Rémi Cuingnet, Raphael Prevost, Benoit Mory, Roberto Ardon, David Lesage, Isabelle Bloch:
A Generic, Robust and Fully-Automatic Workflow for 3D CT Liver Segmentation. Abdominal Imaging 2013: 241-250 - 2012
- [c14]Raphael Prevost, Benoit Mory, Jean-Michel Correas, Laurent D. Cohen, Roberto Ardon:
Kidney detection and real-time segmentation in 3D contrast-enhanced ultrasound images. ISBI 2012: 1559-1562 - [c13]Rémi Cuingnet, Raphael Prevost, David Lesage, Laurent D. Cohen, Benoit Mory, Roberto Ardon:
Automatic Detection and Segmentation of Kidneys in 3D CT Images Using Random Forests. MICCAI (3) 2012: 66-74 - [c12]Benoit Mory, Oudom Somphone, Raphael Prevost, Roberto Ardon:
Real-Time 3D Image Segmentation by User-Constrained Template Deformation. MICCAI (1) 2012: 561-568 - [c11]Samuel Kadoury, Bradford J. Wood, Aradhana M. Venkatesan, Roberto Ardon, James Jago, Jochen Kruecker:
Graph-based surface extraction of the liver using locally adaptive priors for multimodal interventional image registration. Image-Guided Procedures 2012: 83161O - [c10]Raphael Prevost, Laurent D. Cohen, Jean-Michel Correas, Roberto Ardon:
Automatic detection and segmentation of renal lesions in 3D contrast-enhanced ultrasound images. Image Processing 2012: 83141D - 2010
- [c9]Anne Gasnier, Roberto Ardon, Cybèle Ciofolo-Veit, Edward Leen, Jean-Michel Correas:
Assessing tumour vascularity with 3D contrast-enhanced ultrasound: a new semi-automated segmentation framework. ISBI 2010: 300-303 - [c8]Thierry Lefevre, Benoit Mory, Roberto Ardon, Javier Sanchez-Castro, Anthony J. Yezzi:
Automatic inferior vena cava segmentation in contrast-enhanced CT volumes. ISBI 2010: 420-423
2000 – 2009
- 2009
- [c7]Benoit Mory, Roberto Ardon, Anthony J. Yezzi, Jean-Philippe Thiran:
Non-Euclidean image-adaptive Radial Basis Functions for 3D interactive segmentation. ICCV 2009: 787-794 - 2008
- [c6]Olivier Cuisenaire, Sunny Virmani, Mark E. Olszewski, Roberto Ardon:
Fully automated segmentation of carotid and vertebral arteries from contrast enhanced CTA. Image Processing 2008: 69143R - 2007
- [c5]Benoit Mory, Roberto Ardon, Jean-Philippe Thiran:
Variational Segmentation using Fuzzy Region Competition and Local Non-Parametric Probability Density Functions. ICCV 2007: 1-8 - [c4]Benoit Mory, Roberto Ardon:
Fuzzy Region Competition: A Convex Two-Phase Segmentation Framework. SSVM 2007: 214-226 - 2006
- [j2]Roberto Ardon, Laurent D. Cohen:
Fast Constrained Surface Extraction by Minimal Paths. Int. J. Comput. Vis. 69(1): 127-136 (2006) - [j1]Roberto Ardon, Laurent D. Cohen, Anthony J. Yezzi:
Fast Surface Segmentation Guided by User Input Using Implicit Extension of Minimal Paths. J. Math. Imaging Vis. 25(3): 289-305 (2006) - 2005
- [c3]Roberto Ardon, Laurent D. Cohen, Anthony J. Yezzi:
A New Implicit Method for Surface Segmentation by Minimal Paths: Applications in 3D Medical Images. EMMCVPR 2005: 520-535 - [c2]Roberto Ardon, Laurent D. Cohen, Anthony J. Yezzi:
Implicit surface segmentation by minimal paths, applications in 3D medical images. ICIP (1) 2005: 309-312 - 2004
- [c1]Roberto Ardon, Laurent D. Cohen:
Efficient Initialization for Constrained Active Surfaces, Applications in 3D Medical Images. ECCV Workshops CVAMIA and MMBIA 2004: 205-217
Coauthor Index
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