Roberto Ardon

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 14

Top Topics

Ultrasound Images

Liver Segmentation

Feature Importance

Shape Variability

Top Venues

iMIMIC/TDA4MedicalData@MICCAI

Publications

Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Decoupled Conditional Contrastive Learning with Variable Metadata for Prostate Lesion Detection. MILLanD@MICCAI (2023)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Decoupled conditional contrastive learning with variable metadata for prostate lesion detection. CoRR (2023)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Optimizing transformations for contrastive learning in a differentiable framework. CoRR (2022)
Camille Ruppli, Pietro Gori, Roberto Ardon, Isabelle Bloch
Optimizing Transformations for Contrastive Learning in a Differentiable Framework. MILLanD@MICCAI (2022)
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 (2022)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI (2021)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions. CoRR (2021)
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 (2020)
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)
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 (2017)
Caroline Raynaud, Cybèle Ciofolo-Veit, Thierry Lefèvre, Roberto Ardon, Angelo Cavallaro, Ibtisam Salim, Aris Papageorghiou, Laurence Rouet
Multi-organ Detection in 3D Fetal Ultrasound with Machine Learning. FIFI/OMIA@MICCAI (2017)
Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch
Classification of MRI data using deep learning and Gaussian process-based model selection. ISBI (2017)
Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch
Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection. CoRR (2017)
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. Medical Imaging: Computer-Aided Diagnosis (2016)
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)
Raphael Prevost, Rémi Cuingnet, Benoit Mory, Laurent D. Cohen, Roberto Ardon
Tagged Template Deformation. MICCAI (1) (2014)
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)
Mohammad Yaqub, Rémi Cuingnet, Raffaele Napolitano, David Roundhill, Aris Papageorghiou, Roberto Ardon, J. Alison Noble
Volumetric Segmentation of Key Fetal Brain Structures in 3D Ultrasound. MLMI (2013)
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)
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)
Raphael Prevost, Rémi Cuingnet, Benoit Mory, Laurent D. Cohen, Roberto Ardon
Incorporating Shape Variability in Image Segmentation via Implicit Template Deformation. MICCAI (3) (2013)
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)
Rémi Cuingnet, Oudom Somphone, Benoit Mory, Raphael Prevost, Mohammad Yaqub, Raffaele Napolitano, Aris Papageorghiou, David Roundhill, J. Alison Noble, Roberto Ardon
Where is my baby? A fast fetal head auto-alignment in 3D-ultrasound. ISBI (2013)
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)
Benoit Mory, Oudom Somphone, Raphael Prevost, Roberto Ardon
Real-Time 3D Image Segmentation by User-Constrained Template Deformation. MICCAI (1) (2012)
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)
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. Medical Imaging: Image-Guided Procedures (2012)
Raphael Prevost, Laurent D. Cohen, Jean-Michel Correas, Roberto Ardon
Automatic detection and segmentation of renal lesions in 3D contrast-enhanced ultrasound images. Medical Imaging: Image Processing (2012)
Thierry Lefevre, Benoit Mory, Roberto Ardon, Javier Sanchez-Castro, Anthony J. Yezzi
Automatic inferior vena cava segmentation in contrast-enhanced CT volumes. ISBI (2010)
A. Gasnier, Roberto Ardon, Cybèle Ciofolo-Veit, E. Leen, Jean-Michel Correas
Assessing tumour vascularity with 3D contrast-enhanced ultrasound: a new semi-automated segmentation framework. ISBI (2010)
Benoit Mory, Roberto Ardon, Anthony J. Yezzi, Jean-Philippe Thiran
Non-Euclidean image-adaptive Radial Basis Functions for 3D interactive segmentation. ICCV (2009)
Olivier Cuisenaire, Sunny Virmani, Mark E. Olszewski, Roberto Ardon
Fully automated segmentation of carotid and vertebral arteries from contrast enhanced CTA. Medical Imaging: Image Processing (2008)
Benoit Mory, Roberto Ardon, Jean-Philippe Thiran
Variational Segmentation using Fuzzy Region Competition and Local Non-Parametric Probability Density Functions. ICCV (2007)
Benoit Mory, Roberto Ardon
Fuzzy Region Competition: A Convex Two-Phase Segmentation Framework. SSVM (2007)
Roberto Ardon, Laurent D. Cohen
Fast Constrained Surface Extraction by Minimal Paths. Int. J. Comput. Vis. 69 (1) (2006)
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) (2006)
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)
Roberto Ardon, Laurent D. Cohen, Anthony J. Yezzi
Implicit surface segmentation by minimal paths, applications in 3D medical images. ICIP (1) (2005)
Roberto Ardon, Laurent D. Cohen
Efficient Initialization for Constrained Active Surfaces, Applications in 3D Medical Images. ECCV Workshops CVAMIA and MMBIA (2004)