Hubert Labelle

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 12

Top Topics

Surgery Planning

Support Vector Regression

Top Venues

Comput. Biol. Medicine

Medical Biol. Eng. Comput.

IEEE Signal Process. Lett.

Publications

Maryam Khani, Philippe Debanné, Hubert Labelle, Stefan Parent, Farida Cheriet
Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet). Medical Imaging: Image Processing (2023)
Hilary Cintia Djuikoua Wouafo, Julie Joncas, Marjolaine Roy-Beaudry, Soraya Barchi, Stefan Parent, Hubert Labelle, Luc Duong
Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Eddie Magnide, Georges Wona Tchaha, Julie Joncas, Christian Bellefleur, Soraya Barchi, Marjolaine Roy-Beaudry, Stefan Parent, Guy Grimard, Hubert Labelle, Luc Duong
Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis. Comput. Biol. Medicine 136 (2021)
Edgar García Cano, Fernando Arámbula Cosío, Fabian Torres Robles, Zian Fanti, Christian Bellefleur, Julie Joncas, Hubert Labelle, Luc Duong
A freehand ultrasound framework for spine assessment in 3D: a preliminary study. EMBC (2020)
Youstina Daoud, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Hubert Labelle
3D reconstruction of the human trunk for designing personalized braces : Precision study. EMBC (2020)
Edgar García Cano, Fernando Arámbula Cosío, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle
Prediction of spinal curve progression in Adolescent Idiopathic Scoliosis using Random Forest regression. Comput. Biol. Medicine 103 (2018)
Edgar García Cano, Fernando Arámbula Cosío, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle
Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. 56 (12) (2018)
Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Farida Cheriet
Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet
3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP (2017)
Philippe Debanné, Ola Ahmad, Stefan Parent, Hubert Labelle, Farida Cheriet
A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures. ICIAR (2017)
Wenhai Wang, Carl-Eric Aubin, Patrick Cahill, George Baran, Pierre Jean Arnoux, Stefan Parent, Hubert Labelle
Biomechanics of high-grade spondylolisthesis with and without reduction. Medical Biol. Eng. Comput. 54 (4) (2016)
Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet
Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. SeSAMI@MICCAI (2016)
Kondo Claude Assi, Sébastien Grenier, Stefan Parent, Hubert Labelle, Farida Cheriet
A physically based trunk soft tissue modeling for scoliosis surgery planning systems. Comput. Medical Imaging Graph. 40 (2015)
Kondo Claude Assi, Hubert Labelle, Farida Cheriet
Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning. Comput. Biol. Medicine 48 (2014)
Kondo Claude Assi, Hubert Labelle, Farida Cheriet
Modified Large Margin Nearest Neighbor Metric Learning for Regression. IEEE Signal Process. Lett. 21 (3) (2014)
Samuel Kadoury, Hubert Labelle, Stefan Parent
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) (2014)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
Patient-specific model of a scoliotic torso for surgical planning. Medical Imaging: Image-Guided Procedures (2013)
Lama Seoud, Jean Dansereau, Hubert Labelle, Farida Cheriet
Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. 60 (11) (2013)
Mathias M. Adankon, Najat Chihab, Jean Dansereau, Hubert Labelle, Farida Cheriet
Scoliosis Follow-Up Using Noninvasive Trunk Surface Acquisition. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging 13 (2013)
Mathias M. Adankon, Jean Dansereau, Stefan Parent, Hubert Labelle, Farida Cheriet
Scoliosis curve type classification using kernel machine from 3D trunk image. Medical Imaging: Computer-Aided Diagnosis (2012)
Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI (2012)
Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
Non invasive classification system of scoliosis curve types using least-squares support vector machines. Artif. Intell. Medicine 56 (2) (2012)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
3D registration of MR and X-ray spine images using an articulated model. Comput. Medical Imaging Graph. 36 (5) (2012)
Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
Analysis of scoliosis trunk deformities using ICA. ISSPA (2012)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification. Int. J. Comput. Assist. Radiol. Surg. 7 (2) (2012)
Olivier Dionne, Kondo Claude Assi, Sébastien Grenier, Hubert Labelle, François Guibault, Farida Cheriet
Simulation of the postoperative trunk appearance in scoliosis surgery. ISBI (2012)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) (2012)
Julien Clin, Carl-Eric Aubin, Nadine Lalonde, Stefan Parent, Hubert Labelle
A new method to include the gravitational forces in a finite element model of the scoliotic spine. Medical Biol. Eng. Comput. 49 (8) (2011)
Julien Clin, Carl-Eric Aubin, Stefan Parent, Hubert Labelle
Biomechanical modeling of brace treatment of scoliosis: effects of gravitational loads. Medical Biol. Eng. Comput. 49 (7) (2011)
Lama Seoud, Farida Cheriet, Hubert Labelle, Jean Dansereau
A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs. IEEE Trans. Biomed. Eng. 58 (5) (2011)
Samuel Kadoury, Hubert Labelle, Nikos Paragios
Automatic inference of articulated spine models in CT images using high-order Markov Random Fields. Medical Image Anal. 15 (4) (2011)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
Articulated Model Registration of MRI/X-Ray Spine Data. ICIAR (2) (2010)
Luc Duong, Farida Cheriet, Hubert Labelle
Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. IEEE Trans. Biomed. Eng. 57 (5) (2010)
Samuel Kadoury, Farida Cheriet, Hubert Labelle
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Trans. Biomed. Eng. 57 (7) (2010)
Lama Seoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet
Prediction of scoliosis curve type based on the analysis of trunk surface topography. ISBI (2010)
Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise
A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. ICPR (2010)
Lama Seoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet
Towards Non Invasive Diagnosis of Scoliosis Using Semi-supervised Learning Approach. ICIAR (2) (2010)
Samuel Kadoury, Farida Cheriet, Hubert Labelle
Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. ISBI (2009)
Samuel Kadoury, Farida Cheriet, Hubert Labelle
Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. IEEE Trans. Medical Imaging 28 (9) (2009)
Younes Majdouline, Carl-Eric Aubin, Archana P. Sangole, Hubert Labelle
Computer simulation for the optimization of instrumentation strategies in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. 47 (11) (2009)
Kajsa Duke, Carl-Eric Aubin, Jean Dansereau, Hubert Labelle
Computer simulation for the optimization of patient positioning in spinal deformity instrumentation surgery. Medical Biol. Eng. Comput. 46 (1) (2008)
Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. IEEE Trans. Biomed. Eng. 55 (11) (2008)
Samuel Kadoury, Farida Cheriet, Hubert Labelle
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. ISBI (2008)
Jonathan Boisvert, Farida Cheriet, Xavier Pennec, Hubert Labelle, Nicholas Ayache
Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. IEEE Trans. Medical Imaging 27 (4) (2008)
Julien Clin, Carl-Eric Aubin, Hubert Labelle
Virtual prototyping of a brace design for the correction of scoliotic deformities. Medical Biol. Eng. Comput. 45 (5) (2007)
D. Fortin, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Julie Joncas, Hubert Labelle
A 3D visualization tool for the design and customization of spinal braces. Comput. Medical Imaging Graph. 31 (8) (2007)
Samuel Kadoury, Farida Cheriet, Catherine Laporte, Hubert Labelle
A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. Medical Biol. Eng. Comput. 45 (6) (2007)
Farida Cheriet, Catherine Laporte, Samuel Kadoury, Hubert Labelle, Jean Dansereau
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. IEEE Trans. Biomed. Eng. 54 (7) (2007)
Jonathan Boisvert, Xavier Pennec, Hubert Labelle, Farida Cheriet, Nicholas Ayache
Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. AMDO (2006)
Jonathan Boisvert, Xavier Pennec, Nicholas Ayache, Hubert Labelle, Farida Cheriet
3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups. ISBI (2006)
V. Pazos, Farida Cheriet, L. Song, Hubert Labelle, Jean Dansereau
Accuracy assessment of human trunk surface 3D reconstructions from an optical digitising system. Medical Biol. Eng. Comput. 43 (1) (2005)
Charles Bergeron, Hubert Labelle, Janet Lenore Ronsky, Ronald F. Zernicke
Robust prediction of three-dimensional spinal curve from back surface for non-invasive follow-up of scoliosis. Medical Imaging: Image-Guided Procedures (2005)
Said Benameur, Max Mignotte, Hubert Labelle, Jacques A. de Guise
A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine. IEEE Trans. Biomed. Eng. 52 (12) (2005)
Charles Bergeron, Farida Cheriet, Janet Lenore Ronsky, Ronald F. Zernicke, Hubert Labelle
Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression. Eng. Appl. Artif. Intell. 18 (8) (2005)
Justin Novosad, Farida Cheriet, Yvan Petit, Hubert Labelle
Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models. IEEE Trans. Biomed. Eng. 51 (9) (2004)
Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine. ICIP (1) (2003)
Sébastien Delorme, Yvan Petit, Jacques A. de Guise, Hubert Labelle, Carl-Eric Aubin, Jean Dansereau
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. 50 (8) (2003)
Said Benameur, Max Mignotte, Stefan Parent, Hubert Labelle, Wafa Skalli, Jacques A. de Guise
3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models. CVPR (2) (2001)
Sébastien Delorme, Yvan Petit, Carl-Eric Aubin, Jean Dansereau, Hubert Labelle, C. Landry, Jacques A. de Guise
Three-Dimensional Modelling and Rendering of the Human Skeletal Trunk from 2D Radiographic Images. 3DIM (1999)
Farida Cheriet, Jean Dansereau, Yvan Petit, Carl-Eric Aubin, Hubert Labelle, Jacques A. de Guise
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. 13 (5) (1999)