Valérie Burdin

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 33

Top Topics

Gaussian Process

Statistical Shape

Sparsity Inducing

Top Venues

Medical Image Anal.

Publications

Aziliz Guezou-Philippe, Arnaud Clavé, Ehouarn Maguet, Ludivine Maintier, Charles Garraud, Jean-Rassaire Fouefack, Valérie Burdin, Eric Stindel, Guillaume Dardenne
Fully automated workflow for the design of patient-specific orthopaedic implants: application to total knee arthroplasty. CoRR (2024)
Mehran Azimbagirad, Guillaume Dardenne, Douraied Ben Salem, Jean-David Werthel, François Boux de Casson, Eric Stindel, Charles Garraud, Olivier Rémy-Néris, Valérie Burdin
Robust semi-automatic segmentation method: an expert assistant tool for muscles in CT and MR data. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (7) (2024)
Aziliz Guezou-Philippe, Guillaume Dardenne, Hoel Letissier, Agathe Yvinou, Valérie Burdin, Eric Stindel, Christian Lefèvre
Anterior pelvic plane estimation for total hip arthroplasty using a joint ultrasound and statistical shape model based approach. Medical Biol. Eng. Comput. 61 (1) (2023)
Jean-Rassaire Fouefack, Bhushan Borotikar, Marcel Lüthi, Tania S. Douglas, Valérie Burdin, Tinashe E. M. Mutsvangwa
Dynamic multi feature-class Gaussian process models. Medical Image Anal. 85 (2023)
Nicolas H. Nbonsou Tegang, Bhushan Borotikar, Jean-Rassaire Fouefack, Valérie Burdin, Tinashe E. M. Mutsvangwa
Cross-Modality Image Adaptation Based on Volumetric Intensity Gaussian Process Models (VIGPM). EMBC (2022)
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network. Artif. Intell. Medicine 132 (2022)
Arnaud Boutillon, Asma Salhi, Valérie Burdin, Bhushan Borotikar
Anatomically Parameterized Statistical Shape Model: Explaining Morphometry through Statistical Learning. CoRR (2022)
Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. CoRR (2022)
Arnaud Boutillon, Asma Salhi, Valérie Burdin, Bhushan Borotikar
Anatomically Parameterized Statistical Shape Model: Explaining Morphometry Through Statistical Learning. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors. Medical Image Anal. 81 (2022)
M. Azimbagirad, Guillaume Dardenne, Douraied Ben Salem, Olivier Rémy-Néris, Valérie Burdin
. EMBC (2021)
Alireza Asvadi, Guillaume Dardenne, Jocelyne Troccaz, Valérie Burdin
Bone Surface Reconstruction and Clinical Features Estimation from Sparse Landmarks and Statistical Shape Models: A feasibility study on the femur. CoRR (2021)
Jean-Rassaire Fouefack, Bhushan Borotikar, Marcel Lüthi, Tania S. Douglas, Valérie Burdin, Tinashe E. M. Mutsvangwa
Dynamic multi feature-class Gaussian process models. CoRR (2021)
Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar
Multi-task, Multi-domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets. MICCAI (1) (2021)
Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar
Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets. CoRR (2021)
Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, Pierre-Henri Conze
Multi-Structure Deep Segmentation With Shape Priors And Latent Adversarial Regularization. ISBI (2021)
Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, Pierre-Henri Conze
Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization. CoRR (2021)
Jean-Rassaire Fouefack, Bhushan Borotikar, Tania S. Douglas, Valérie Burdin, Tinashe E. M. Mutsvangwa
Dynamic Multi-object Gaussian Process Models. MICCAI (4) (2020)
Aziliz Guezou-Philippe, Guillaume Dardenne, Asma Salhi, Valérie Burdin, Christian Lefevre, Eric Stindel
Statistical Shape Modeling to Determine the Anterior Pelvic Plane for Total Hip Arthroplasty. EMBC (2020)
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network. CoRR (2020)
Julien Ognard, Mourad Cheddad El Aouni, Brieg Dissaux, Raphel Jomaah, Pierre-Yves Rousseau, Valérie Burdin, Douraied Ben Salem, Jean-Christophe Gentric
Four-dimensional computed tomography angiography analysis of internal carotid arteries opacification at the skull base to detect delayed cerebral ischemia: a feasibility study. Int. J. Comput. Assist. Radiol. Surg. 15 (12) (2020)
Nicolas H. Nbonsou Tegang, Jean-Rassaire Fouefack, Bhushan Borotikar, Valérie Burdin, Tania S. Douglas, Tinashe E. M. Mutsvangwa
A Gaussian Process Model Based Generative Framework for Data Augmentation of Multi-modal 3D Image Volumes. SASHIMI@MICCAI (2020)
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in Mr Images. ISBI (2020)
Pierre-Henri Conze, Sylvain Brochard, Valérie Burdin, Frances T. Sheehan, Christelle Pons
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. Comput. Medical Imaging Graph. 83 (2020)
Jean-Rassaire Fouefack, Bhushan Borotikar, Tania S. Douglas, Valérie Burdin, Tinashe E. M. Mutsvangwa
Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joints. CoRR (2020)
Jean-Rassaire Fouefack, Tewodros Alemneh, Bhushan Borotikar, Valérie Burdin, Tania S. Douglas, Tinashe E. M. Mutsvangwa
Statistical shape-kinematics models of the skeletal joints: Application to the shoulder complex. EMBC (2019)
Arnaud Boutillon, Bhushan Borotikar, Valérie Burdin, Pierre-Henri Conze
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images. CoRR (2019)
Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Frances T. Sheehan, Sylvain Brochard
Deep convolutional encoder-decoders for deltoid segmentation using healthy versus pathological learning transferability. ISBI (2019)
Pierre-Henri Conze, Sylvain Brochard, Valérie Burdin, Frances T. Sheehan, Christelle Pons
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders. CoRR (2019)
Adijat O. Inyang, Jean-Rassaire Fouefack, Sudesh Sivarasu, Stephen Roche, Bhushan Borotikar, Valérie Burdin, Tinashe E. M. Mutsvangwa
Assessment of 3D morphological characteristics of the shoulder bones using statistical shape modeling: Prospective application to handedness. EMBC (2017)
Tinashe E. M. Mutsvangwa, W. Wasswa, Valérie Burdin, Bhushan Borotikar, Tania S. Douglas
Interactive patient-specific 3D approximation of scapula bone shape from 2D X-ray images using landmark-constrained statistical shape model fitting. EMBC (2017)
Asma Salhi, Valérie Burdin, Tinashe E. M. Mutsvangwa, Sudesh Sivarasu, Sylvain Brochard, Bhushan Borotikar
Subject-specific shoulder muscle attachment region prediction using statistical shape models: A validity study. EMBC (2017)
Tinashe E. M. Mutsvangwa, Valérie Burdin, Cédric Schwartz, Christian Roux
An Automated Statistical Shape Model Developmental Pipeline: Application to the Human Scapula and Humerus. IEEE Trans. Biomed. Eng. 62 (4) (2015)
D. Breton, Valérie Burdin, Julien Leboucher, Olivier Rémy-Néris
Quantitative study of knee joint surface configurations using a morpho-functional approach. EMBC (2013)
Cédric Schwartz, Fabien Leboeuf, Olivier Rémy-Néris, Sylvain Brochard, Mathieu Lempereur, Valérie Burdin
Using merged kinematic and anatomical data to evaluate humeral motion estimation: a pilot study. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 1 (1) (2013)
Taha Jerbi, Valérie Burdin, Julien Leboucher, Eric Stindel, Christian Roux
2-D-3-D Frequency Registration Using a Low-Dose Radiographic System for Knee Motion Estimation. IEEE Trans. Biomed. Eng. 60 (3) (2013)
El-Hadji Samba Diop, Valérie Burdin
Bi-planar image segmentation based on variational geometrical active contours with shape priors. Medical Image Anal. 17 (2) (2013)
Taha Jerbi, Valérie Burdin, Eric Stindel, Christian Roux
A 2D 3D registration with low dose radiographic system for in vivo kinematic studies. EMBC (2011)
R. Ragoubi Hor, Valérie Burdin, Olivier Rémy-Néris
Robust local estimation in anisotropic diffusion process. EMBC (2011)
Jean-José Jacq, Cédric Schwartz, Valérie Burdin, Romain Gérard, Christian Lefevre, Christian Roux, Olivier Rémy-Néris
Building and Tracking Root Shapes. IEEE Trans. Biomed. Eng. 57 (3) (2010)
Jean-José Jacq, Thierry Cresson, Valérie Burdin, Christian Roux
Image Sequences Through Consensus-Driven Simultaneous Registration. IEEE Trans. Biomed. Eng. 55 (5) (2008)
Stéphane Allaire, Jean-José Jacq, Valérie Burdin, C. Couture
Type-Constrained Robust Fitting of Quadrics with Application to the 3D Morphological Characterization of Saddle-Shaped Articular Surfaces. ICCV (2007)
Stéphane Allaire, Valérie Burdin, Jean-José Jacq, Gregory Moineau, Eric Stindel, Christian Roux
Robust Quadric Fitting and Mensuration Comparison in a Mapping Space Applied to 3d Morphological Characterization of Articular Surfaces. ISBI (2007)
Tarek Ben Said, Faten Chaieb, Faouzi Ghorbel, Valérie Burdin, H. Rajhi
Implant trajectory estimation during femoral screw-plate osteosynthesis operation. CompIMAGE (2006)
Laurent Peyronny, Valérie Burdin, Christian Roux, Faouzi Ghorbel
Reconstruction 3D robuste du visage: approche duale « mouvement-structure ». Ann. des Télécommunications 55 (3-4) (2000)
Valérie Burdin, Christian Roux, Christian Lefevre, Eric Stindel
Modeling and analysis of 3-D elongated shapes with applications to long bone morphometry. IEEE Trans. Medical Imaging 15 (1) (1996)
Valérie Burdin, Faouzi Ghorbel, Jean-Louis de Bougrenet de la Tocnaye, Christian Roux
A three-dimensional primitive extraction of long bones obtained from bi-dimensional Fourier descriptors. Pattern Recognit. Lett. 13 (3) (1992)