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)

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)

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)

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)