Hubert Labelle
According to our database1,
Hubert Labelle
authored at least 63 papers
between 1999 and 2023.
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Bibliography
2023
Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet).
Proceedings of the Medical Imaging 2023: Image Processing, 2023
2021
Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis.
Comput. Biol. Medicine, 2021
2020
3D reconstruction of the human trunk for designing personalized braces : Precision study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2018
Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome.
IEEE J. Biomed. Health Informatics, 2018
Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis.
Medical Biol. Eng. Comput., 2018
Prediction of spinal curve progression in Adolescent Idiopathic Scoliosis using Random Forest regression.
Comput. Biol. Medicine, 2018
2017
A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
Medical Biol. Eng. Comput., 2016
Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis.
Proceedings of the Spectral and Shape Analysis in Medical Imaging, 2016
2015
A physically based trunk soft tissue modeling for scoliosis surgery planning systems.
Comput. Medical Imaging Graph., 2015
2014
IEEE Signal Process. Lett., 2014
Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning.
Comput. Biol. Medicine, 2014
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Eng., 2013
BMC Medical Imaging, 2013
Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013
2012
Comput. Medical Imaging Graph., 2012
A Kohonen neural network description of scoliosis fused regions and their corresponding Lenke classification.
Int. J. Comput. Assist. Radiol. Surg., 2012
Non invasive classification system of scoliosis curve types using least-squares support vector machines.
Artif. Intell. Medicine, 2012
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 11th International Conference on Information Science, 2012
Multilevel statistical shape models: A new framework for modeling hierarchical structures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs.
IEEE Trans. Biomed. Eng., 2011
Automatic inference of articulated spine models in CT images using high-order Markov Random Fields.
Medical Image Anal., 2011
Biomechanical modeling of brace treatment of scoliosis: effects of gravitational loads.
Medical Biol. Eng. Comput., 2011
A new method to include the gravitational forces in a finite element model of the scoliotic spine.
Medical Biol. Eng. Comput., 2011
Spino-pelvic postural changes between the standing and sitting human position: Proposal of a method for its systematic analysis.
Comput. Medical Imaging Graph., 2011
2010
Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors.
IEEE Trans. Biomed. Eng., 2010
IEEE Trans. Biomed. Eng., 2010
Prediction of scoliosis curve type based on the analysis of trunk surface topography.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010
2009
Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models.
IEEE Trans. Medical Imaging, 2009
Computer simulation for the optimization of instrumentation strategies in adolescent idiopathic scoliosis.
Medical Biol. Eng. Comput., 2009
Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models.
IEEE Trans. Medical Imaging, 2008
IEEE Trans. Biomed. Eng., 2008
Computer simulation for the optimization of patient positioning in spinal deformity instrumentation surgery.
Medical Biol. Eng. Comput., 2008
A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images.
IEEE Trans. Biomed. Eng., 2007
A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities.
Medical Biol. Eng. Comput., 2007
Medical Biol. Eng. Comput., 2007
Comput. Medical Imaging Graph., 2007
2006
3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006
2005
A hierarchical statistical modeling approach for the unsupervised 3-D biplanar reconstruction of the scoliotic spine.
IEEE Trans. Biomed. Eng., 2005
Accuracy assessment of human trunk surface 3D reconstructions from an optical digitising system.
Medical Biol. Eng. Comput., 2005
Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression.
Eng. Appl. Artif. Intell., 2005
Robust prediction of three-dimensional spinal curve from back surface for non-invasive follow-up of scoliosis.
Proceedings of the Medical Imaging 2005: Visualization, 2005
2004
Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models.
IEEE Trans. Biomed. Eng., 2004
2003
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., 2003
A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine.
Proceedings of the 2003 International Conference on Image Processing, 2003
2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
1999
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., 1999
Three-Dimensional Modelling and Rendering of the Human Skeletal Trunk from 2D Radiographic Images.
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999