Stefan Parent

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 28

Top Topics

Dynamic Networks

Probabilistic Modeling

Computer Assisted

Top Venues

Medical Biol. Eng. Comput.

IEEE Trans. Medical Imaging

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)
Sylvain Thibeault, Stefan Parent, Samuel Kadoury
Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. MICCAI (9) (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)
William Mandel, Reda Oulbacha, Marjolaine Roy-Beaudry, Stefan Parent, Samuel Kadoury
Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. IEEE Trans. Medical Imaging 40 (2) (2021)
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)
William Mandel, Stefan Parent, Samuel Kadoury
Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
William Mandel, Stefan Parent, Samuel Kadoury
Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. MICCAI (1) (2020)
Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting. IEEE Trans. Medical Imaging 38 (12) (2019)
William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
Prediction outcomes for anterior vertebral body growth modulation surgery from discriminant spatiotemporal manifolds. Int. J. Comput. Assist. Radiol. Surg. 14 (9) (2019)
Christine Bakhous, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
A Fully Automatic 3D Reconstruction of Scoliotic Spine from Biplanar Radiographs in a Suspension Framework. ISBI (2019)
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)
William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. CoRR (2018)
William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury
Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis. MICCAI (4) (2018)
Dejan Knez, Imad S. Nahle, Tomaz Vrtovec, Stefan Parent, Samuel Kadoury
Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI (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)
Christine Bakhous, Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Automatic pedicles detection using convolutional neural network in a 3D spine reconstruction from biplanar radiographs. Medical Imaging: Computer-Aided Diagnosis (2018)
Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent
3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds. CoRR (2017)
Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet
3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP (2017)
Benjamin Aubert, P. A. Vidal, Stefan Parent, Thierry Cresson, Carlos Vázquez, Jacques A. de Guise
Convolutional Neural Network and In-Painting Techniques for the Automatic Assessment of Scoliotic Spine Surgery from Biplanar Radiographs. MICCAI (2) (2017)
Uros Petkovic, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaz Vrtovec
3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. MSKI@MICCAI (2017)
Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent
3-D Morphology Prediction of Progressive Spinal Deformities From Probabilistic Modeling of Discriminant Manifolds. IEEE Trans. Medical Imaging 36 (5) (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)
Robert Korez, Benjamin Aubert, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury
Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. ISBI (2016)
William Mandel, Robert Korez, Marie-Lyne Nault, Stefan Parent, Samuel Kadoury
Classification of Progressive and Non-progressive Scoliosis Patients Using Discriminant Manifolds. CSI@MICCAI (2016)
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)
Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise
Automatic spine and pelvis detection in frontal X-rays using deep neural networks for patch displacement learning. ISBI (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)
Yvan Petit, Dominic Boisclair, Stefan Parent, Jean-Marc Mac-Thiong
Simulation of high energy vertebral fractures on complete porcine specimens. EMBC (2015)
Samuel Kadoury, Jesse Shen, Stefan Parent
Global geometric torsion estimation in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. 52 (4) (2014)
Samuel Kadoury, Hubert Labelle, Stefan Parent
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) (2014)
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)
Mark Driscoll, Carl-Eric Aubin, Alain Moreau, Stefan Parent
Biomechanical comparison of fusionless growth modulation corrective techniques in pediatric scoliosis. Medical Biol. Eng. Comput. 49 (12) (2011)
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)
Fantin Girard, Fouzi Benboujja, Stefan Parent, Farida Cheriet
Active self-calibration of thoracoscopic images for assisted minimally invasive spinal surgery. Medical Imaging: Image-Guided Procedures (2010)
Hui Lin, Carl-Eric Aubin, Stefan Parent, Isabelle Villemure
Mechanobiological bone growth: comparative analysis of two biomechanical modeling approaches. Medical Biol. Eng. Comput. 47 (4) (2009)
Neila Mezghani, Ramnada Chav, L. Humbert, Stefan Parent, Wafa Skalli, Jacques A. de Guise
A computer-based classifier of three-dimensional spinal scoliosis severity. Int. J. Comput. Assist. Radiol. Surg. 3 (1-2) (2008)
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)
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)