3D Biplanar Reconstruction of Scoliotic Vertebrae Using Statistical Models. - Said Benameur; Max Mignotte; Stefan Parent; Hubert Labelle; Wafa Skalli; Jacques A. de Guise (CVPR (2), 2001)

A hierarchical statistical modeling approach for the unsupervised 3D reconstruction of the scoliotic spine. - Said Benameur; Max Mignotte; Stefan Parent; Hubert Labelle; Wafa Skalli; Jacques A. de Guise (ICIP (1), 2003)

A computer-based classifier of three-dimensional spinal scoliosis severity. - Neila Mezghani; Ramnada Chav; Ludovic Humbert; Stefan Parent; Wafa Skalli; Jacques A. de Guise (Int. J. Comput. Assist. Radiol. Surg., 2008)

Mechanobiological bone growth: comparative analysis of two biomechanical modeling approaches. - Hui Lin; Carl-Eric Aubin; Stefan Parent; Isabelle Villemure (Medical Biol. Eng. Comput., 2009)

Active self-calibration of thoracoscopic images for assisted minimally invasive spinal surgery. - Fantin Girard; Fouzi Benboujja; Stefan Parent; Farida Cheriet (Image-Guided Procedures, 2010)

A new method to include the gravitational forces in a finite element model of the scoliotic spine. - Julien Clin; Carl-Eric Aubin; Nadine Lalonde; Stefan Parent; Hubert Labelle (Medical Biol. Eng. Comput., 2011)

Biomechanical modeling of brace treatment of scoliosis: effects of gravitational loads. - Julien Clin; Carl-Eric Aubin; Stefan Parent; Hubert Labelle (Medical Biol. Eng. Comput., 2011)

Biomechanical comparison of fusionless growth modulation corrective techniques in pediatric scoliosis. - Mark Driscoll; Carl-Eric Aubin; Alain Moreau; Stefan Parent (Medical Biol. Eng. Comput., 2011)

Scoliosis curve type classification using kernel machine from 3D trunk image. - Mathias M. Adankon; Jean Dansereau; Stefan Parent; Hubert Labelle; Farida Cheriet (Computer-Aided Diagnosis, 2012)

3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. - Samuel Kadoury; Hubert Labelle; Stefan Parent (MICCAI (3), 2014)

Global geometric torsion estimation in adolescent idiopathic scoliosis. - Samuel Kadoury; Jesse Shen; Stefan Parent (Medical Biol. Eng. Comput., 2014)

Simulation of high energy vertebral fractures on complete porcine specimens. - Yvan Petit; Dominic Boisclair; Stefan Parent; Jean-Marc Mac-Thiong (EMBC, 2015)

A physically based trunk soft tissue modeling for scoliosis surgery planning systems. - Kondo Claude Assi; Sébastien Grenier; Stefan Parent; Hubert Labelle; Farida Cheriet (Comput. Medical Imaging Graph., 2015)

Automatic spine and pelvis detection in frontal X-rays using deep neural networks for patch displacement learning. - Benjamin Aubert; Carlos Vázquez 001; Thierry Cresson; Stefan Parent; Jacques A. de Guise (ISBI, 2016)

Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. - Robert Korez; Benjamin Aubert; Thierry Cresson; Stefan Parent; Tomaz Vrtovec; Jacques A. de Guise; Samuel Kadoury (ISBI, 2016)

Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. - Ola Ahmad; Herve Lombaert; Stefan Parent; Hubert Labelle; Jean Dansereau; Farida Cheriet (SeSAMI@MICCAI, 2016)

Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. - William Mandel; Robert Korez; Marie-Lyne Nault; Stefan Parent; Samuel Kadoury (CSI@MICCAI, 2016)

Biomechanics of high-grade spondylolisthesis with and without reduction. - Wenhai Wang; Carl-Eric Aubin; Patrick Cahill; George Baran; Pierre Jean Arnoux; Stefan Parent; Hubert Labelle (Medical Biol. Eng. Comput., 2016)

3D shape asymmetry analysis using correspondence between partial geodesic curves. - Ola Ahmad; Philippe Debanné; Stefan Parent; Hubert Labelle; Farida Cheriet (GlobalSIP, 2017)

A Novel Automatic Method to Evaluate Scoliotic Trunk Shape Changes in Different Postures. - Philippe Debanné; Ola Ahmad; Stefan Parent; Hubert Labelle; Farida Cheriet (ICIAR, 2017)

Convolutional Neural Network and In-Painting Techniques for the Automatic Assessment of Scoliotic Spine Surgery from Biplanar Radiographs. - Benjamin Aubert; P. A. Vidal; Stefan Parent; Thierry Cresson; Carlos Vázquez 001; Jacques A. de Guise (MICCAI (2), 2017)

3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. - Uros Petkovic; Robert Korez; Stefan Parent; Samuel Kadoury; Tomaz Vrtovec (MSKI@MICCAI, 2017)

3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds. - Samuel Kadoury; William Mandel; Marjolaine Roy-Beaudry; Marie-Lyne Nault; Stefan Parent (CoRR, 2017)

3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. - Samuel Kadoury; William Mandel; Marjolaine Roy-Beaudry; Marie-Lyne Nault; Stefan Parent (IEEE Trans. Medical Imaging, 2017)

Computer-assisted pedicle screw placement planning: Towards clinical practice. - Dejan Knez; Imad S. Nahle; Tomaz Vrtovec; Stefan Parent; Samuel Kadoury (ISBI, 2018)

Automatic pedicles detection using convolutional neural network in a 3D spine reconstruction from biplanar radiographs. - Christine Bakhous; Benjamin Aubert; Carlos Vázquez 001; Thierry Cresson; Stefan Parent; Jacques A. de Guise (Computer-Aided Diagnosis, 2018)

Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. - William Mandel; Olivier Turcot; Dejan Knez; Stefan Parent; Samuel Kadoury (MICCAI (4), 2018)

Prediction of spinal curve progression in Adolescent Idiopathic Scoliosis using Random Forest regression. - Edgar García Cano; Fernando Arámbula Cosío; Luc Duong; Christian Bellefleur; Marjolaine Roy-Beaudry; Julie Joncas; Stefan Parent; Hubert Labelle (Comput. Biol. Medicine, 2018)

Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis. - Edgar García Cano; Fernando Arámbula Cosío; Luc Duong; Christian Bellefleur; Marjolaine Roy-Beaudry; Julie Joncas; Stefan Parent; Hubert Labelle (Medical Biol. Eng. Comput., 2018)

Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome. - Ola Ahmad; Herve Lombaert; Stefan Parent; Hubert Labelle; Farida Cheriet (IEEE J. Biomed. Health Informatics, 2018)

A Fully Automatic 3D Reconstruction of Scoliotic Spine from Biplanar Radiographs in a Suspension Framework. - Christine Bakhous; Carlos Vázquez 001; Thierry Cresson; Stefan Parent; Jacques A. de Guise (ISBI, 2019)

Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds. - William Mandel; Olivier Turcot; Dejan Knez; Stefan Parent; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2019)

Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting. - Benjamin Aubert; Carlos Vázquez 001; Thierry Cresson; Stefan Parent; Jacques A. de Guise (IEEE Trans. Medical Imaging, 2019)

Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. - William Mandel; Stefan Parent; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2021)

Automatic bone maturity grading from EOS radiographs in Adolescent Idiopathic Scoliosis. - Eddie Magnide; Georges Wona Tchaha; Julie Joncas; Christian Bellefleur; Soraya Barchi; Marjolaine Roy-Beaudry; Stefan Parent; Guy Grimard; Hubert Labelle; Luc Duong (Comput. Biol. Medicine, 2021)

Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. - William Mandel; Reda Oulbacha; Marjolaine Roy-Beaudry; Stefan Parent; Samuel Kadoury (IEEE Trans. Medical Imaging, 2021)

Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. - Sylvain Thibeault; Stefan Parent; Samuel Kadoury (MICCAI (9), 2023)

Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet). - Maryam Khani; Philippe Debanné; Hubert Labelle; Stefan Parent; Farida Cheriet (Image Processing, 2023)

Automatic assessment of skeletal maturity in adolescent idiopathic scoliosis patients using support vector regression on deep features. - Hilary Cintia Djuikoua Wouafo; Julie Joncas; Marjolaine Roy-Beaudry; Soraya Barchi; Stefan Parent; Hubert Labelle; Luc Duong (Image Perception, Observer Performance, and Technology Assessment, 2023)

Prediction of the upright articulated spine shape in the operating room using conditioned neural kernel fields. - Sylvain Thibeault; Marjolaine Roy-Beaudry; Stefan Parent; Samuel Kadoury (Medical Image Anal., 2025)