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ORCIDStefan Parent
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2020 – today
- 2023
[c22]Sylvain Thibeault, Stefan Parent, Samuel Kadoury:
Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. MICCAI (9) 2023: 79-89- [c21]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 - [c20]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
- [j17]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): 1641-1651 (2021) - [j16]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) - [j15]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): 491-502 (2021) - 2020
- [c19]William Mandel, Stefan Parent, Samuel Kadoury:
Intra-operative Forecasting of Growth Modulation Spine Surgery Outcomes with Spatio-Temporal Dynamic Networks. MICCAI (1) 2020: 751-760
2010 – 2019
- 2019
- [j14]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): 1565-1575 (2019) - [j13]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): 2796-2806 (2019) - [c18]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: 1162-1165 - 2018
- [j12]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) - [j11]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) - [j10]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) - [c17]Dejan Knez, Imad S. Nahle, Tomaz Vrtovec, Stefan Parent, Samuel Kadoury:
Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI 2018: 249-252 - [c16]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: 105750L - [c15]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: 206-213 - [i2]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 abs/1806.02285 (2018) - 2017
- [j9]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): 1194-1204 (2017) - [c14]Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet:
3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP 2017: 181-185 - [c13]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 - [c12]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: 48-58 - [c11]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: 691-699 - [i1]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 abs/1701.04869 (2017) - 2016
- [j8]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) - [c10]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: 225-228 - [c9]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: 1426-1429 - [c8]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 - [c7]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: 135-145 - 2015
- [j7]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) - [c6]Yvan Petit, Dominic Boisclair, Stefan Parent, Jean-Marc Mac-Thiong:
Simulation of high energy vertebral fractures on complete porcine specimens. EMBC 2015: 3901-3904 - 2014
- [j6]Samuel Kadoury, Jesse Shen, Stefan Parent:
Global geometric torsion estimation in adolescent idiopathic scoliosis. Medical Biol. Eng. Comput. 52(4): 309-319 (2014) - [c5]Samuel Kadoury, Hubert Labelle, Stefan Parent:
3D Spine Reconstruction of Postoperative Patients from Multi-level Manifold Ensembles. MICCAI (3) 2014: 361-368 - 2012
- [c4]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 - 2011
- [j5]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) - [j4]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) - [j3]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): 1437-1445 (2011) - 2010
- [c3]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: 76250Q
2000 – 2009
- 2009
- [j2]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): 357-366 (2009) - 2008
- [j1]Neila Mezghani, Ramnada Chav, Ludovic 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): 55-60 (2008) - 2003
- [c2]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
- [c1]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
Coauthor Index
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