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2020 – today
- 2023
[c26]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- [c25]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 - 2021
- [j37]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: 104681 (2021) - 2020
- [c24]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: 2096-2100 - [c23]Youstina Daoud, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Hubert Labelle:
3D reconstruction of the human trunk for designing personalized braces : Precision study. EMBC 2020: 5806-5809
2010 – 2019
- 2018
- [j36]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: 34-43 (2018) - [j35]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): 2221-2231 (2018) - [j34]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): 1552-1560 (2018) - 2017
- [c22]Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet:
3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP 2017: 181-185 - [c21]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: 455-462 - 2016
- [j33]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): 619-628 (2016) - [c20]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: 79-91 - 2015
- [j32]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: 217-228 (2015) - 2014
- [j31]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: 85-93 (2014) - [j30]Kondo Claude Assi, Hubert Labelle, Farida Cheriet:
Modified Large Margin Nearest Neighbor Metric Learning for Regression. IEEE Signal Process. Lett. 21(3): 292-296 (2014) - [c19]Samuel Kadoury, Hubert Labelle, Stefan Parent:
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) 2014: 361-368 - 2013
- [j29]Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau:
Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging 13: 1 (2013) - [j28]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): 2262-2270 (2013) - [j27]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): 3256-3264 (2013) - [j26]Lama Séoud, Jean Dansereau, Hubert Labelle, Farida Cheriet:
Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE J. Biomed. Health Informatics 17(2): 392-401 (2013) - [c18]Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau:
Patient-specific model of a scoliotic torso for surgical planning. Medical Imaging: Image-Guided Procedures 2013: 867120 - 2012
- [j25]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): 99-107 (2012) - [j24]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): 257-264 (2012) - [j23]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): 410-418 (2012) - [c17]Olivier Dionne, Kondo Claude Assi, Sébastien Grenier, Hubert Labelle, François Guibault, Farida Cheriet:
Simulation of the postoperative trunk appearance in scoliosis surgery. ISBI 2012: 1208-1211 - [c16]Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi:
Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI 2012: 1284-1287 - [c15]Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet:
Analysis of scoliosis trunk deformities using ICA. ISSPA 2012: 187-192 - [c14]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: 831514 - [c13]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: 446-453 - 2011
- [j22]E. Berthonnaud, R. Hilmi, Hubert Labelle, J. Dimnet:
Spino-pelvic postural changes between the standing and sitting human position: Proposal of a method for its systematic analysis. Comput. Medical Imaging Graph. 35(6): 451-459 (2011) - [j21]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): 743-753 (2011) - [j20]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): 967-977 (2011) - [j19]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): 426-437 (2011) - [j18]Lama Séoud, 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): 1135-1146 (2011) - 2010
- [j17]Luc Duong, Farida Cheriet, Hubert Labelle:
Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. IEEE Trans. Biomed. Eng. 57(5): 1143-1151 (2010) - [j16]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Trans. Biomed. Eng. 57(7): 1663-1675 (2010) - [c12]Lama Séoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet:
Towards Non Invasive Diagnosis of Scoliosis Using Semi-supervised Learning Approach. ICIAR (2) 2010: 10-19 - [c11]Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau:
Articulated Model Registration of MRI/X-Ray Spine Data. ICIAR (2) 2010: 20-29 - [c10]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: 4012-4015 - [c9]Lama Séoud, Mathias M. Adankon, Hubert Labelle, Jean Dansereau, Farida Cheriet:
Prediction of scoliosis curve type based on the analysis of trunk surface topography. ISBI 2010: 408-411
2000 – 2009
- 2009
- [j15]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): 1143-1154 (2009) - [j14]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): 1422-1435 (2009) - [c8]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. ISBI 2009: 478-481 - 2008
- [j13]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): 33-41 (2008) - [j12]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): 2565-2574 (2008) - [j11]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): 557-568 (2008) - [c7]Samuel Kadoury, Farida Cheriet, Hubert Labelle:
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. ISBI 2008: 660-663 - 2007
- [j10]Dave 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): 614-624 (2007) - [j9]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): 467-473 (2007) - [j8]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): 591-602 (2007) - [j7]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): 1356-1358 (2007) - 2006
- [c6]Jonathan Boisvert, Xavier Pennec, Hubert Labelle, Farida Cheriet, Nicholas Ayache:
Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. AMDO 2006: 346-355 - [c5]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: 750-753 - 2005
- [j6]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): 973-983 (2005) - [j5]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): 11-15 (2005) - [j4]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): 2041-2057 (2005) - [c4]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 - 2004
- [j3]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): 1628-1639 (2004) - 2003
- [j2]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): 989-998 (2003) - [c3]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: 561-564 - 2001
- [c2]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: 577-582
1990 – 1999
- 1999
- [j1]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): 761-779 (1999) - [c1]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: 497-505
Coauthor Index
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