Hubert Labelle

63 papers B 2Journal 37Unranked 24

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features. Image Perception, Observer Performance, and Technology Assessment Hilary Cintia Djuikoua Wouafo, Julie Joncas, Marjolaine Roy-Beaudry, Soraya Barchi, Stefan Parent, Hubert Labelle, Luc Duong
2023	B	`conf`	Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet). Image Processing Maryam Khani, Philippe Debanné, Hubert Labelle, Stefan Parent, Farida Cheriet
2021	J	`jnl`	Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis. Comput. Biol. Medicine Eddie Magnide, Georges Wona Tchaha, Julie Joncas, Christian Bellefleur, Soraya Barchi, Marjolaine Roy-Beaudry, Stefan Parent, Guy Grimard, Hubert Labelle, Luc Duong
2020	—	`conf`	3D reconstruction of the human trunk for designing personalized braces : Precision study. EMBC Youstina Daoud, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Hubert Labelle
2020	—	`conf`	A freehand ultrasound framework for spine assessment in 3D: a preliminary study. EMBC Edgar García Cano, Fernando Arámbula Cosío, Fabián Torres Robles, Zian Fanti, Christian Bellefleur, Julie Joncas, Hubert Labelle, Luc Duong
2018	J	`jnl`	Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. Edgar García Cano, Fernando Arámbula Cosío, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle
2018	J	`jnl`	Prediction of spinal curve progression in Adolescent Idiopathic Scoliosis using Random Forest regression. Comput. Biol. Medicine Edgar García Cano, Fernando Arámbula Cosío, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle
2018	J	`jnl`	Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. IEEE J. Biomed. Health Informatics Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet
2017	—	`conf`	3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet
2017	—	`conf`	A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures. ICIAR Philippe Debanné, Ola Ahmad, Stefan Parent, Hubert Labelle, Farida Cheriet
2016	J	`jnl`	Biomechanics of high-grade spondylolisthesis with and without reduction. Medical Biol. Eng. Comput. Wenhai Wang, Carl-Eric Aubin, Patrick Cahill, George Baran, Pierre Jean Arnoux, Stefan Parent, Hubert Labelle
2016	—	`conf`	Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. SeSAMI@MICCAI Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet
2015	J	`jnl`	A physically based trunk soft tissue modeling for scoliosis surgery planning systems. Comput. Medical Imaging Graph. Kondo Claude Assi, Sébastien Grenier, Stefan Parent, Hubert Labelle, Farida Cheriet
2014	—	`conf`	3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) Samuel Kadoury, Hubert Labelle, Stefan Parent
2014	J	`jnl`	Modified Large Margin Nearest Neighbor Metric Learning for Regression. IEEE Signal Process. Lett. Kondo Claude Assi, Hubert Labelle, Farida Cheriet
2014	J	`jnl`	Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning. Comput. Biol. Medicine Kondo Claude Assi, Hubert Labelle, Farida Cheriet
2013	J	`jnl`	Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
2013	J	`jnl`	Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE J. Biomed. Health Informatics Lama Séoud, Jean Dansereau, Hubert Labelle, Farida Cheriet
2013	—	`conf`	Patient-specific model of a scoliotic torso for surgical planning. Image-Guided Procedures Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
2013	J	`jnl`	Scoliosis Follow-Up Using Noninvasive Trunk Surface Acquisition. IEEE Trans. Biomed. Eng. Mathias M. Adankon, Najat Chihab, Jean Dansereau, Hubert Labelle, Farida Cheriet
2013	J	`jnl`	Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012	J	`jnl`	3D registration of MR and X-ray spine images using an articulated model. Comput. Medical Imaging Graph. Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
2012	J	`jnl`	A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. Int. J. Comput. Assist. Radiol. Surg. Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
2012	—	`conf`	Analysis of scoliosis trunk deformities using ICA. ISSPA Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
2012	—	`conf`	Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012	—	`conf`	Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
2012	J	`jnl`	Non invasive classification system of scoliosis curve types using least-squares support vector machines. Artif. Intell. Medicine Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
2012	—	`conf`	Scoliosis curve type classification using kernel machine from 3D trunk image. Computer-Aided Diagnosis Mathias M. Adankon, Jean Dansereau, Stefan Parent, Hubert Labelle, Farida Cheriet
2012	—	`conf`	Simulation of the postoperative trunk appearance in scoliosis surgery. ISBI Olivier Dionne, Kondo Claude Assi, Sébastien Grenier, Hubert Labelle, François Guibault, Farida Cheriet
2011	J	`jnl`	A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs. IEEE Trans. Biomed. Eng. Lama Séoud, Farida Cheriet, Hubert Labelle, Jean Dansereau
2011	J	`jnl`	A new method to include the gravitational forces in a finite element model of the scoliotic spine. Medical Biol. Eng. Comput. Julien Clin, Carl-Eric Aubin, Nadine Lalonde, Stefan Parent, Hubert Labelle
2011	J	`jnl`	Automatic inference of articulated spine models in CT images using high-order Markov Random Fields. Medical Image Anal. Samuel Kadoury, Hubert Labelle, Nikos Paragios
2011	J	`jnl`	Biomechanical modeling of brace treatment of scoliosis: effects of gravitational loads. Medical Biol. Eng. Comput. Julien Clin, Carl-Eric Aubin, Stefan Parent, Hubert Labelle
2011	J	`jnl`	Spino-pelvic postural changes between the standing and sitting human position: Proposal of a method for its systematic analysis. Comput. Medical Imaging Graph. E. Berthonnaud, R. Hilmi, Hubert Labelle, J. Dimnet
2010	B	`conf`	A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. ICPR Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
2010	—	`conf`	Articulated Model Registration of MRI/X-Ray Spine Data. ICIAR (2) Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
2010	J	`jnl`	Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. IEEE Trans. Biomed. Eng. Luc Duong, Farida Cheriet, Hubert Labelle
2010	—	`conf`	Prediction of scoliosis curve type based on the analysis of trunk surface topography. ISBI Lama Séoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet
2010	J	`jnl`	Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Trans. Biomed. Eng. Samuel Kadoury, Farida Cheriet, Hubert Labelle
2010	—	`conf`	Towards Non Invasive Diagnosis of Scoliosis Using Semi-supervised Learning Approach. ICIAR (2) Lama Séoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet
2009	J	`jnl`	Computer simulation for the optimization of instrumentation strategies in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. Younes Majdouline, Carl-Eric Aubin, Archana P. Sangole, Hubert Labelle
2009	J	`jnl`	Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. IEEE Trans. Medical Imaging Samuel Kadoury, Farida Cheriet, Hubert Labelle
2009	—	`conf`	Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. ISBI Samuel Kadoury, Farida Cheriet, Hubert Labelle
2008	—	`conf`	A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. ISBI Samuel Kadoury, Farida Cheriet, Hubert Labelle
2008	J	`jnl`	Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. IEEE Trans. Biomed. Eng. Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
2008	J	`jnl`	Computer simulation for the optimization of patient positioning in spinal deformity instrumentation surgery. Medical Biol. Eng. Comput. Kajsa Duke, Carl-Eric Aubin, Jean Dansereau, Hubert Labelle
2008	J	`jnl`	Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. IEEE Trans. Medical Imaging Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
2007	J	`jnl`	A 3D visualization tool for the design and customization of spinal braces. Comput. Medical Imaging Graph. Dave Fortin, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Julie Joncas, Hubert Labelle
2007	J	`jnl`	A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. IEEE Trans. Biomed. Eng. Farida Cheriet, Catherine Laporte, Samuel Kadoury, Hubert Labelle, Jean Dansereau
2007	J	`jnl`	A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. Medical Biol. Eng. Comput. Samuel Kadoury, Farida Cheriet, Catherine Laporte, Hubert Labelle
2007	J	`jnl`	Virtual prototyping of a brace design for the correction of scoliotic deformities. Medical Biol. Eng. Comput. Julien Clin, Carl-Eric Aubin, Hubert Labelle
2006	—	`conf`	3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups. ISBI Jonathan Boisvert, Xavier Pennec, Nicholas Ayache, Hubert Labelle, Farida Cheriet
2006	—	`conf`	Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. AMDO Jonathan Boisvert, Xavier Pennec, Hubert Labelle, Farida Cheriet, Nicholas Ayache
2005	J	`jnl`	A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine. IEEE Trans. Biomed. Eng. Said Benameur, Max Mignotte, Hubert Labelle, Jacques A. de Guise
2005	J	`jnl`	Accuracy assessment of human trunk surface 3D reconstructions from an optical digitising system. Medical Biol. Eng. Comput. V. Pazos, Farida Cheriet, L. Song, Hubert Labelle, Jean Dansereau
2005	J	`jnl`	Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression. Eng. Appl. Artif. Intell. Charles Bergeron, Farida Cheriet, Janet Lenore Ronsky, Ronald F. Zernicke, Hubert Labelle
2005	—	`conf`	Robust prediction of three-dimensional spinal curve from back surface for non-invasive follow-up of scoliosis. Image-Guided Procedures Charles Bergeron, Hubert Labelle, Janet Lenore Ronsky, Ronald F. Zernicke
2004	J	`jnl`	Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models. IEEE Trans. Biomed. Eng. Justin Novosad, Farida Cheriet, Yvan Petit, Hubert Labelle
2003	—	`conf`	A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine. ICIP (1) Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
2003	J	`jnl`	Assessment of the 3-D reconstruction and high-resolution geometrical modeling of the human skeletal trunk from 2-D radiographic images. IEEE Trans. Biomed. Eng. Sébastien Delorme, Yvan Petit, Jacques A. de Guise, Hubert Labelle, Carl-Eric Aubin, Jean Dansereau
2001	—	`conf`	3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models. CVPR (2) Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
1999	—	`conf`	Three-Dimensional Modelling and Rendering of the Human Skeletal Trunk from 2D Radiographic Images. 3DIM Sébastien Delorme, Yvan Petit, Carl-Eric Aubin, Jean Dansereau, Hubert Labelle, C. Landry, Jacques A. de Guise
1999	J	`jnl`	Towards the Self-Calibration of A Multiview Radiographic Imaging System for the 3D Reconstruction of the Human Spine and Rib Cage. Int. J. Pattern Recognit. Artif. Intell. Farida Cheriet, Jean Dansereau, Yvan Petit, Carl-Eric Aubin, Hubert Labelle, Jacques A. de Guise