Towards the Self-Calibration of A Multiview Radiographic Imaging System for the 3D Reconstruction of the Human Spine and Rib Cage. - Farida Cheriet; Jean Dansereau; Yvan Petit; Carl-Eric Aubin; Hubert Labelle; Jacques A. de Guise (Int. J. Pattern Recognit. Artif. Intell., 1999)

Enhancement and Segmentation of Scar Color Images after a Scoliosis Surgery. - Thomas Hurtut; Farida Cheriet; Julie Joncas; Jean Dansereau (DICTA, 2003)

Segmentation of Laparoscopic Images for Computer Assisted Surgery. - Jonathan Boisvert; Farida Cheriet; Guy Grimard (SCIA, 2003)

Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models. - Justin Novosad; Farida Cheriet; Yvan Petit; Hubert Labelle (IEEE Trans. Biomed. Eng., 2004)

Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging. - Yueyun Shu; Guillaume-Alexandre Bilodeau; Farida Cheriet (CRV, 2005)

Bayesian Differentiation of Multi-scale Line-Structures for Model-Free Instrument Segmentation in Thoracoscopic Images. - Luke Windisch; Farida Cheriet; Guy Grimard (ICIAR, 2005)

Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression. - Charles Bergeron; Farida Cheriet; Janet Lenore Ronsky; Ronald F. Zernicke; Hubert Labelle (Eng. Appl. Artif. Intell., 2005)

Accuracy assessment of human trunk surface 3D reconstructions from an optical digitising system. - V. Pazos; Farida Cheriet; L. Song; Hubert Labelle; Jean Dansereau (Medical Biol. Eng. Comput., 2005)

Principal Spine Shape Deformation Modes Using Riemannian Geometry and Articulated Models. - Jonathan Boisvert; Xavier Pennec; Hubert Labelle; Farida Cheriet; Nicholas Ayache (AMDO, 2006)

Towards an Automatic Coronary Artery Segmentation Algorithm. - Pascal Fallavollita; Farida Cheriet (EMBC, 2006)

3D anatomical variability assessment of the scoliotic spine using statistics on Lie groups. - Jonathan Boisvert; Xavier Pennec; Nicholas Ayache; Hubert Labelle; Farida Cheriet (ISBI, 2006)

Multistage graph-based segmentation of thoracoscopic images. - Guillaume-Alexandre Bilodeau; Yueyun Shu; Farida Cheriet (Comput. Medical Imaging Graph., 2006)

Region-Based Segmentation via Non-Rigid Template Matching. - Kinda Anna Saddi; Christophe Chefd'Hotel; Mikaël Rousson; Farida Cheriet (ICCV, 2007)

A Novel 3D Segmentation Method of the Lumen from Intravascular Ultrasound Images. - Ionut Alexandrescu; Farida Cheriet; Sébastien Delorme (ICIAR, 2007)

Watershed Segmentation of Intervertebral Disk and Spinal Canal from MRI Images. - Claudia Chevrefils; Farida Cheriet; Guy Grimard; Carl-Eric Aubin (ICIAR, 2007)

Adaptive Mesh Generation of MRI Images for 3D Reconstruction of Human Trunk. - O. Courchesne; François Guibault; Julien Dompierre; Farida Cheriet (ICIAR, 2007)

Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients. - Vincent Doré; Luc Duong; Farida Cheriet; Mohamed Cheriet (ICIAR, 2007)

Robust Coronary Artery Tracking from Fluoroscopic Image Sequences. - Pascal Fallavollita; Farida Cheriet (ICIAR, 2007)

Automatic Closed Edge Detection Using Level Lines Selection. - Thomas Hurtut; Farida Cheriet (ICIAR, 2007)

Landmark-Based Non-rigid Registration Via Graph Cuts. - Herve Lombaert; Yiyong Sun; Farida Cheriet (ICIAR, 2007)

Large deformation registration of contrast-enhanced images with volume-preserving constraint. - Kinda Anna Saddi; Christophe Chefd'Hotel; Farida Cheriet (Image Processing, 2007)

A 3D visualization tool for the design and customization of spinal braces. - Dave Fortin; Farida Cheriet; Marie Beauséjour; Philippe Debanné; Julie Joncas; Hubert Labelle (Comput. Medical Imaging Graph., 2007)

A versatile 3D reconstruction system of the spine and pelvis for clinical assessment of spinal deformities. - Samuel Kadoury; Farida Cheriet; Catherine Laporte; Hubert Labelle (Medical Biol. Eng. Comput., 2007)

A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. - Farida Cheriet; Catherine Laporte; Samuel Kadoury; Hubert Labelle; Jean Dansereau (IEEE Trans. Biomed. Eng., 2007)

Pictorial Analysis of Line-drawings. - Thomas Hurtut; Yann Gousseau; Farida Cheriet; Francis J. M. Schmitt (CAe, 2008)

Automatic Detection of the Back Valley on Scoliotic Trunk Using Polygonal Surface Curvature. - J. Thériault; Farida Cheriet; François Guibault (ICIAR, 2008)

A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (ISBI, 2008)

Optimal 3D reconstruction of coronary arteries for 3D clinical assessment. - Pascal Fallavollita; Farida Cheriet (Comput. Medical Imaging Graph., 2008)

Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. - Jonathan Boisvert; Farida Cheriet; Xavier Pennec; Hubert Labelle; Nicholas Ayache (IEEE Trans. Biomed. Eng., 2008)

Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. - Jonathan Boisvert; Farida Cheriet; Xavier Pennec; Hubert Labelle; Nicholas Ayache (IEEE Trans. Medical Imaging, 2008)

Artery Wall Extraction from Intravascular OCT Images. - Rafik Bourezak; Guy Lamouche; Farida Cheriet (ICIAR, 2009)

Segmentation of Scoliotic Spine Silhouettes from Enhanced Biplanar X-Rays Using a Prior Knowledge Bayesian Framework. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (ISBI, 2009)

3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model. - Jonathan Boisvert; Farida Cheriet; Xavier Pennec; Nicholas Ayache (Image-Guided Procedures, 2009)

Texture Analysis for Automatic Segmentation of Intervertebral Disks of Scoliotic Spines From MR Images. - Claudia Chevrefils; Farida Cheriet; Carl-Eric Aubin; Guy Grimard (IEEE Trans. Inf. Technol. Biomed., 2009)

Personalized X-Ray 3-D Reconstruction of the Scoliotic Spine From Hybrid Statistical and Image-Based Models. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (IEEE Trans. Medical Imaging, 2009)

Articulated Model Registration of MRI/X-Ray Spine Data. - Rola Harmouche; Farida Cheriet; Hubert Labelle; Jean Dansereau (ICIAR (2), 2010)

Towards Non Invasive Diagnosis of Scoliosis Using Semi-supervised Learning Approach. - Lama Séoud; Mathias M. Adankon; Hubert Labelle; Jean Dansereau; Farida Cheriet (ICIAR (2), 2010)

Geodesic Thin Plate Splines for Image Segmentation. - Herve Lombaert; Farida Cheriet (ICPR, 2010)

Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues. - Herve Lombaert; Farida Cheriet (ISBI, 2010)

Prediction of scoliosis curve type based on the analysis of trunk surface topography. - Lama Séoud; Mathias M. Adankon; Hubert Labelle; Jean Dansereau; Farida Cheriet (ISBI, 2010)

Automatic lumen segmentation from intravascular OCT images. - Rafik Bourezak; Guy Lamouche; Farida Cheriet (Computer-Aided Diagnosis, 2010)

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

Prediction of scoliosis progression with serial three-dimensional spinal curves and the artificial progression surface technique. - Hongfa Wu; Janet Lenore Ronsky; Farida Cheriet; Jessica Küpper; James Harder; Deyi Xue; Ronald F. Zernicke (Medical Biol. Eng. Comput., 2010)

Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. - Luc Duong; Farida Cheriet; Hubert Labelle (IEEE Trans. Biomed. Eng., 2010)

Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. - Samuel Kadoury; Farida Cheriet; Hubert Labelle (IEEE Trans. Biomed. Eng., 2010)

Accurate positioning of magnetic microparticles beyond the spatial resolution of clinical MRI scanners using susceptibility artifacts. - Nina Olamaei; Farida Cheriet; Sylvain Martel (EMBC, 2011)

Fast Brain Matching with Spectral Correspondence. - Herve Lombaert; Leo J. Grady; Jonathan R. Polimeni; Farida Cheriet (IPMI, 2011)

Variability of the Human Cardiac Laminar Structure. - Herve Lombaert; Jean-Marc Peyrat; Laurent Fanton; Farida Cheriet; Hervé Delingette; Nicholas Ayache; Patrick Clarysse; Isabelle E. Magnin; Pierre Croisille (STACOM, 2011)

Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts. - Herve Lombaert; Jean-Marc Peyrat; Laurent Fanton; Farida Cheriet; Hervé Delingette; Nicholas Ayache; Patrick Clarysse; Isabelle E. Magnin; Pierre Croisille (STACOM, 2011)

Fast 4D segmentation of large datasets using graph cuts. - Hervé Lombaert; Yiyong Sun; Farida Cheriet (Image Processing, 2011)

Artistic line-drawings retrieval based on the pictorial content. - Thomas Hurtut; Yann Gousseau; Farida Cheriet; Francis J. M. Schmitt (ACM Journal on Computing and Cultural Heritage, 2011)

Detection and correction of specular reflections for automatic surgical tool segmentation in thoracoscopic images. - Charles-Auguste Saint-Pierre; Jonathan Boisvert; Guy Grimard; Farida Cheriet (Mach. Vis. Appl., 2011)

A Novel Method for the 3-D Reconstruction of Scoliotic Ribs From Frontal and Lateral Radiographs. - Lama Séoud; Farida Cheriet; Hubert Labelle; Jean Dansereau (IEEE Trans. Biomed. Eng., 2011)

Spectral Demons - Image Registration via Global Spectral Correspondence. - Herve Lombaert; Leo J. Grady; Xavier Pennec; Nicholas Ayache; Farida Cheriet (ECCV (2), 2012)

Simulation of the postoperative trunk appearance in scoliosis surgery. - Olivier Dionne; Kondo Claude Assi; Sébastien Grenier; Hubert Labelle; François Guibault; Farida Cheriet (ISBI, 2012)

Analysis of scoliosis trunk deformities using ICA. - Mathias M. Adankon; Jean Dansereau; Hubert Labelle; Farida Cheriet (ISSPA, 2012)

A novel method for an automatic 3D reconstruction of coronary arteries from angiographic images. - Séverine Habert; Nagib Dahdah; Farida Cheriet (ISSPA, 2012)

Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images. - Herve Lombaert; Farida Cheriet (ISSPA, 2012)

3D reconstruction of microvasculature in MRI using magnetic microparticles. - Nina Olamaei; Farida Cheriet; Sylvain Martel (ISSPA, 2012)

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)

Groupwise Spectral Log-Demons Framework for Atlas Construction. - Herve Lombaert; Leo J. Grady; Xavier Pennec; Jean-Marc Peyrat; Nicholas Ayache; Farida Cheriet (MCV, 2012)

Parallelization strategies of the canny edge detector for multi-core CPUs and many-core GPUs. - Taieb Lamine Ben Cheikh; Giovanni Beltrame; Gabriela Nicolescu; Farida Cheriet; Sofiène Tahar (NEWCAS, 2012)

3D-2D Registration Based on Mesh-Derived Image Bisection. - David Thivierge-Gaulin; Chen-Rui Chou; Atilla P. Kiraly; Christophe Chefd'Hotel; Norbert Strobel; Farida Cheriet (WBIR, 2012)

Non invasive classification system of scoliosis curve types using least-squares support vector machines. - Mathias M. Adankon; Jean Dansereau; Hubert Labelle; Farida Cheriet (Artif. Intell. Medicine, 2012)

Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images. - Claudia Chevrefils; Farida Cheriet; Guy Grimard; Marie-Claude Miron; Carl-Eric Aubin (BMC Medical Imaging, 2012)

3D registration of MR and X-ray spine images using an articulated model. - Rola Harmouche; Farida Cheriet; Hubert Labelle; Jean Dansereau (Comput. Medical Imaging Graph., 2012)

Semiautomatic Detection of Scoliotic Rib Borders From Posteroanterior Chest Radiographs. - Frédéric Plourde; Farida Cheriet; Jean Dansereau (IEEE Trans. Biomed. Eng., 2012)

Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population. - Herve Lombaert; Jean-Marc Peyrat; Pierre Croisille; Stanislas Rapacchi; Laurent Fanton; Farida Cheriet; Patrick Clarysse; Isabelle E. Magnin; Hervé Delingette; Nicholas Ayache (IEEE Trans. Medical Imaging, 2012)

Textural analysis of diffuse myocardial fibrosis in aging rats: A late gadolinium enhancement magnetic resonance imaging study. - Pascale Béliveau; Farida Cheriet; Stasia A. Anderson; Joni Taylor; Stephen Berul; Andrew E. Arai; Li-yueh Hsu (ISBI, 2013)

Patient-specific model of a scoliotic torso for surgical planning. - Rola Harmouche; Farida Cheriet; Hubert Labelle; Jean Dansereau (Image-Guided Procedures, 2013)

Multimodal image registration of the scoliotic torso for surgical planning. - Rola Harmouche; Farida Cheriet; Hubert Labelle; Jean Dansereau (BMC Medical Imaging, 2013)

FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching. - Herve Lombaert; Leo J. Grady; Jonathan R. Polimeni; Farida Cheriet (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Scoliosis Follow-Up Using Noninvasive Trunk Surface Acquisition. - Mathias M. Adankon; Najat Chihab; Jean Dansereau; Hubert Labelle; Farida Cheriet (IEEE Trans. Biomed. Eng., 2013)

Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. - Lama Séoud; Jean Dansereau; Hubert Labelle; Farida Cheriet (IEEE J. Biomed. Health Informatics, 2013)

A scalable hardware architecture for retinal blood vessel detection in high resolution fundus images. - Hamza Bendaoudi; Farida Cheriet; Houssem Ben Tahar; J. M. Pierre Langlois (DASIP, 2014)

Robust probabilistic optical flow for video sequences. - Cornelia Paula Vacar; Farida Cheriet (ICIP, 2014)

Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features. - Lama Séoud; Timothée Faucon; Thomas Hurtut; Jihed Chelbi; Farida Cheriet; J. M. Pierre Langlois (ISBI, 2014)

Glaucoma detection based on local binary patterns in fundus photographs. - Maya Alsheh Ali; Thomas Hurtut; Timothée Faucon; Farida Cheriet (Computer-Aided Diagnosis, 2014)

Retinal image quality assessment using generic features. - Mahnaz Fasih; J. M. Pierre Langlois; Houssem Ben Tahar; Farida Cheriet (Computer-Aided Diagnosis, 2014)

Automatic multiresolution age-related macular degeneration detection from fundus images. - Mickaël Garnier; Thomas Hurtut; Houssem Ben Tahar; Farida Cheriet (Computer-Aided Diagnosis, 2014)

Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning. - Kondo Claude Assi; Hubert Labelle; Farida Cheriet (Comput. Biol. Medicine, 2014)

Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs. - Nesrine Zaglam; Philippe Jouvet; Olivier Flechelles; Guillaume Emeriaud; Farida Cheriet (Comput. Biol. Medicine, 2014)

Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. - Herve Lombaert; Leo J. Grady; Xavier Pennec; Nicholas Ayache; Farida Cheriet (Int. J. Comput. Vis., 2014)

Modified Large Margin Nearest Neighbor Metric Learning for Regression. - Kondo Claude Assi; Hubert Labelle; Farida Cheriet (IEEE Signal Process. Lett., 2014)

Automatic Segmentation of Vertebrae in Ultrasound Images. - Florian Berton; Wassim Azzabi; Farida Cheriet; Catherine Laporte (ICIAR, 2015)

Towards an Automatic Clinical Classification of Age-Related Macular Degeneration. - Thanh Vân Phan; Lama Séoud; Farida Cheriet (ICIAR, 2015)

Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging. - Mitchel Benovoy; Matthew Jacobs; Farida Cheriet; Nagib Dahdah; Andrew E. Arai; Li-yueh Hsu (ISBI, 2015)

A run-length encoding co-processor for retinal image texture analysis. - Hamza Bendaoudi; Qifeng Gan; Farida Cheriet; Houssem Ben Tahar; J. M. Pierre Langlois (ReConFig, 2015)

Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation. - Pascale Béliveau; Farida Cheriet; Stasia A. Anderson; Joni Taylor; Andrew E. Arai; Li-yueh Hsu (Comput. Biol. Medicine, 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)

Memory efficient Multi-Scale Line Detector architecture for retinal blood vessel segmentation. - Hamza Bendaoudi; Farida Cheriet; J. M. Pierre Langlois (DASIP, 2016)

A new topological descriptor for contextual feature indexing. - Nicolas Piché; Farida Cheriet; François Guibault (ICIP, 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)

Simultaneous macula detection and optic disc boundary segmentation in retinal fundus images. - Fantin Girard; Conrad Kavalec; Sébastien Grenier; Houssem Ben Tahar; Farida Cheriet (Image Processing, 2016)

Segmentation of the spinous process and its acoustic shadow in vertebral ultrasound images. - Florian Berton; Farida Cheriet; Marie-Claude Miron; Catherine Laporte (Comput. Biol. Medicine, 2016)

A multi-scale tensor voting approach for small retinal vessel segmentation in high resolution fundus images. - Argyrios Christodoulidis; Thomas Hurtut; Houssem Ben Tahar; Farida Cheriet (Comput. Medical Imaging Graph., 2016)

Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter. - Ahmed M. Abdelsalam; J. M. Pierre Langlois; Farida Cheriet (CoRR, 2016)

Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening. - Lama Séoud; Thomas Hurtut; Jihed Chelbi; Farida Cheriet; J. M. Pierre Langlois (IEEE Trans. Medical Imaging, 2016)

A Configurable FPGA Implementation of the Tanh Function Using DCT Interpolation. - Ahmed M. Abdelsalam; J. M. Pierre Langlois; Farida Cheriet (FCCM, 2017)

Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter (Abstract Only). - Ahmed M. Abdelsalam; J. M. Pierre Langlois; Farida Cheriet (FPGA, 2017)

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

Artery/vein classification in fundus images using CNN and likelihood score propagation. - Fantin Girard; 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)

Retinal Vessel Segmentation from a Hyperspectral Camera Images. - Rana Farah; Samuel Belanger; Reza Jafari; Claudia Chevrefils; Jean-Philippe Sylvestre; Frédéric Lesage; Farida Cheriet (ICIAR, 2017)

Particle Swarm Optimization Approach for the Segmentation of Retinal Vessels from Fundus Images. - Bilal Khomri; Argyrios Christodoulidis; Leila Djerou; Mohamed Chaouki Babahenini; Farida Cheriet (ICIAR, 2017)

Mesh-Based Active Model Initialization for Multiple Organ Segmentation in MR Images. - M. R. Mohebpour; François Guibault; Farida Cheriet (ICIAR, 2017)

Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images. - Argyrios Christodoulidis; Thomas Hurtut; Farida Cheriet (ISBI, 2017)

Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy. - Rafat Damseh; Farida Cheriet; Frederic Lesage (EMBC, 2018)

Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images. - Gabriel Lepetit-Aimon; Renaud Duval; Farida Cheriet (COMPAY/OMIA@MICCAI, 2018)

A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images. - Clément Playout; Renaud Duval; Farida Cheriet (MICCAI (2), 2018)

An Efficient FPGA-based Overlay Inference Architecture for Fully Connected DNNs. - Ahmed M. Abdelsalam; Felix Boulet; Gabriel Demers; J. M. Pierre Langlois; Farida Cheriet (ReConFig, 2018)

Retinal blood vessel segmentation using the elite-guided multi-objective artificial bee colony algorithm. - Bilal Khomri; Argyrios Christodoulidis; Leila Djerou; Mohamed Chaouki Babahenini; Farida Cheriet (IET Image Process., 2018)

Flexible architectures for retinal blood vessel segmentation in high-resolution fundus images. - Hamza Bendaoudi; Farida Cheriet; Ashley Manraj; Houssem Ben Tahar; J. M. Pierre Langlois (J. Real Time Image Process., 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)

WaveM-CNN for Automatic Recognition of Sub-cellular Organelles. - Duc Hoa Tran; Michel Meunier; Farida Cheriet (ICIAR (1), 2019)

Automatic Segmentation of the Scoliotic Spine from Mr Images. - Nassim Guerroumi; Clément Playout; Catherine Laporte; Farida Cheriet (ISBI, 2019)

A robust index for global tissue deformation analysis in ultrasound images. - Arnaud Brignol; Farida Cheriet; Catherine Laporte (Image Processing, 2019)

Joint segmentation and classification of retinal arteries/veins from fundus images. - Fantin Girard; Conrad Kavalec; Farida Cheriet (Artif. Intell. Medicine, 2019)

Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features. - Atefeh Abdolmanafi; Luc Duong; Nagib Dahdah; Farida Cheriet (IEEE J. Biomed. Health Informatics, 2019)

Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy. - Rafat Damseh; Philippe Pouliot; Louis Gagnon; Sava Sakadzic; David A. Boas; Farida Cheriet; Frederic Lesage (IEEE J. Biomed. Health Informatics, 2019)

A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. - Clément Playout; Renaud Duval; Farida Cheriet (IEEE Trans. Medical Imaging, 2019)

Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling. - Rafat Damseh; Patrick Delafontaine-Martel; Paul James-Marchand; Parikshat Sirpal; Farida Cheriet; Frederic Lesage (EMBC, 2020)

3D reconstruction of the human trunk for designing personalized braces : Precision study. - Youstina Daoud; Farida Cheriet; Marie Beauséjour; Philippe Debanné; Hubert Labelle (EMBC, 2020)

End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences. - Raphaël Royer-Rivard; Fantin Girard; Nagib Dahdah; Farida Cheriet (EMBC, 2020)

OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images. - Duc Hoa Tran; Michel Meunier; Farida Cheriet (EMBC, 2020)

Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images. - Mohammad E. Yahyatabar; Philippe Jouvet; Farida Cheriet (EMBC, 2020)

An Interpretable Data-Driven Score for the Assessment of Fundus Images Quality. - Youri Peskine; Marie-Carole Boucher; Farida Cheriet (ICIAR (2), 2020)

Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder. - Duc Hoa Tran; Michel Meunier; Farida Cheriet (ICPR Workshops (2), 2020)

Modeling the Topology of Cerebral Microvessels Via Geometric Graph Contraction. - Rafat Damseh; Farida Cheriet; Frederic Lesage (ISBI, 2020)

Automatic extraction of vertebral landmarks from ultrasound images: A pilot study. - Arnaud Brignol; Houssem-Eddine Gueziri; Farida Cheriet; D. Louis Collins; Catherine Laporte (Comput. Biol. Medicine, 2020)

Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis. - Enamundram M. V. Naga Karthik; Catherine Laporte; Farida Cheriet (Image Processing, 2021)

Atlas-based score for automatic glaucoma risk stratification. - Fantin Girard; Thomas Hurtut; Conrad Kavalec; Farida Cheriet (Comput. Medical Imaging Graph., 2021)

Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. - Clément Playout; Ola Ahmad; Freddy Lécué; Farida Cheriet (CoRR, 2021)

Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. - Rafat Damseh; Patrick Delafontaine-Martel; Philippe Pouliot; Farida Cheriet; Frederic Lesage (IEEE Trans. Medical Imaging, 2021)

Dental Restoration using a Multi-Resolution Deep Learning Approach. - Olivier Lessard; François Guibault; Julia Keren; Farida Cheriet (ISBI, 2022)

Semi-supervised segmentation of tooth from 3D scanned dental arches. - Ammar Alsheghri; Farnoosh Ghadiri; Ying Zhang; Olivier Lessard; Julia Keren; Farida Cheriet; François Guibault (Image Processing, 2022)

Focused Attention in Transformers for interpretable classification of retinal images. - Clément Playout; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (Medical Image Anal., 2022)

Prediction of ICU Readmission Using LightGBM Classifier. - Waleed Fathy; Guillaume Emeriaud; Farida Cheriet (ISBI, 2023)

Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels. - Gabriel Lepetit-Aimon; Marie-Carole Boucher; Renaud Duval; Farida Cheriet (ISBI, 2023)

Noise-Free One-Cardiac-Cycle Oct Videos for Local Assessment of Retinal Tissue Deformation. - Emmanuelle Richer; Marissé Masís Solano; Farida Cheriet; Mark R. Lesk; Santiago Costantino (ISBI, 2023)

From Mesh Completion to AI Designed Crown. - Golriz Hosseinimanesh; Farnoosh Ghadiri; François Guibault; Farida Cheriet; Julia Keren (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)

Improving the quality of dental crown using a Transformer-based method. - Golriz Hosseinimanesh; Farnoosh Ghadiri; Ammar Alsheghri; Ying Zhang; Julia Keren; Farida Cheriet; François Guibault (CoRR, 2023)

Multi-domain learning CNN model for microscopy image classification. - Duc Hoa Tran; Michel Meunier; Farida Cheriet (CoRR, 2023)

A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization. - Clément Playout; Zacharie Legault; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (MICCAI (5), 2024)

MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy. - Gabriel Lepetit-Aimon; Clément Playout; Marie-Carole Boucher; Renaud Duval; Michael H. Brent; Farida Cheriet (CoRR, 2024)

Cross-Dataset Generalization For Retinal Lesions Segmentation. - Clément Playout; Farida Cheriet (CoRR, 2024)

Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks. - Clément Playout; Renaud Duval; Marie-Carole Boucher; Farida Cheriet (CoRR, 2024)

Exploring the Use of Generative Adversarial Networks for Automated Dental Preparation Design. - Imane Chafi; Ying Zhang; Yoan Ladini; Farida Cheriet; Julia Keren; François Guibault (ISBI, 2025)

Enhanced Graph Representation for Reliable Retinal Vessel Analysis: CLSA Population-Based Study. - Gabriel Lepetit-Aimon; Lycia Mameri; Renaud Duval; Farida Cheriet (ISBI, 2025)

A comprehensive review of ICU readmission prediction models: From statistical methods to deep learning approaches. - Waleed Fathy; Guillaume Emeriaud; Farida Cheriet (Artif. Intell. Medicine, 2025)

Automatic margin line extraction using 3D deep learning on digital surface models of prepared teeth for crown generation. - Ammar Alsheghri; Ying Zhang; Julia Keren; Farida Cheriet; François Guibault (Comput. Biol. Medicine, 2025)

Personalized dental crown design: A point-to-mesh completion network. - Golriz Hosseinimanesh; Ammar Alsheghri; Julia Keren; Farida Cheriet; François Guibault (Medical Image Anal., 2025)

Robust unsupervised texture segmentation for motion analysis in ultrasound images. - Arnaud Brignol; Farida Cheriet; Jean-François Aubin-Fournier; Carole Fortin; Catherine Laporte (Int. J. Comput. Assist. Radiol. Surg., 2025)

Automated porosity segmentation in laser powder bed fusion part using computed tomography: a validity study. - Catherine Desrosiers; Morgan Letenneur; Fabrice Bernier; Nicolas Piché; Benjamin Provencher; Farida Cheriet; François Guibault; Vladimir Brailovski (J. Intell. Manuf., 2025)

Mesh-based segmentation for automated margin line generation on incisors receiving crown treatment. - Ammar Alsheghri; Ying Zhang; Farnoosh Ghadiri; Julia Keren; Farida Cheriet; François Guibault (Math. Comput. Simul., 2026)