Farida Cheriet

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 62

Top Venues

Publications

Clément Playout, Farida Cheriet
Cross-Dataset Generalization For Retinal Lesions Segmentation. CoRR (2024)
Gabriel Lepetit-Aimon, Clément Playout, Marie-Carole Boucher, Renaud Duval, Michael H. Brent, Farida Cheriet
MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy. CoRR (2024)
Duc Hoa Tran, Michel Meunier, Farida Cheriet
Multi-domain learning CNN model for microscopy image classification. CoRR (2023)
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)
Golriz Hosseinimanesh, Farnoosh Ghadiri, Ammar Alsheghri, Ying Zhang, Julia Keren, Farida Cheriet, François Guibault
Improving the quality of dental crown using a Transformer-based method. CoRR (2023)
Emmanuelle Richer, Marissé Masís Solano, Farida Cheriet, Mark R. Lesk, Santiago Costantino
Noise-Free One-Cardiac-Cycle Oct Videos for Local Assessment of Retinal Tissue Deformation. ISBI (2023)
Waleed Fathy, Guillaume Emeriaud, Farida Cheriet
Prediction of ICU Readmission Using LightGBM Classifier. ISBI (2023)
Golriz Hosseinimanesh, Farnoosh Ghadiri, François Guibault, Farida Cheriet, Julia Keren
From Mesh Completion to AI Designed Crown. MICCAI (9) (2023)
Gabriel Lepetit-Aimon, Marie-Carole Boucher, Renaud Duval, Farida Cheriet
Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels. ISBI (2023)
Ammar Alsheghri, Farnoosh Ghadiri, Ying Zhang, Olivier Lessard, Julia Keren, Farida Cheriet, François Guibault
Semi-supervised segmentation of tooth from 3D scanned dental arches. Medical Imaging: Image Processing (2022)
Clément Playout, Renaud Duval, Marie-Carole Boucher, Farida Cheriet
Focused Attention in Transformers for interpretable classification of retinal images. Medical Image Anal. 82 (2022)
Olivier Lessard, François Guibault, Julia Keren, Farida Cheriet
Dental Restoration using a Multi-Resolution Deep Learning Approach. ISBI (2022)
Ammar Alsheghri, Farnoosh Ghadiri, Ying Zhang, Olivier Lessard, Julia Keren, Farida Cheriet, François Guibault
Semi-supervised segmentation of tooth from 3D Scanned Dental Arches. CoRR (2022)
Clément Playout, Ola Ahmad, Freddy Lécué, Farida Cheriet
Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems. CoRR (2021)
Rafat Damseh, Patrick Delafontaine-Martel, Philippe Pouliot, Farida Cheriet, Frederic Lesage
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. IEEE Trans. Medical Imaging 40 (1) (2021)
Enamundram M. V. Naga Karthik, Catherine Laporte, Farida Cheriet
Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis. Medical Imaging: Image Processing (2021)
Fantin Girard, Thomas Hurtut, Conrad Kavalec, Farida Cheriet
Atlas-based score for automatic glaucoma risk stratification. Comput. Medical Imaging Graph. 87 (2021)
Raphaël Royer-Rivard, Fantin Girard, Nagib Dahdah, Farida Cheriet
End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences. EMBC (2020)
Duc Hoa Tran, Michel Meunier, Farida Cheriet
OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images. EMBC (2020)
Arnaud Brignol, Houssem-Eddine Gueziri, Farida Cheriet, D. Louis Collins, Catherine Laporte
Automatic extraction of vertebral landmarks from ultrasound images: A pilot study. Comput. Biol. Medicine 122 (2020)
Raphaël Royer-Rivard, Fantin Girard, Nagib Dahdah, Farida Cheriet
End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences. CoRR (2020)
Enamundram M. V. Naga Karthik, Catherine Laporte, Farida Cheriet
Three-dimensional Segmentation of the Scoliotic Spine from MRI using Unsupervised Volume-based MR-CT Synthesis. CoRR (2020)
Rafat Damseh, Farida Cheriet, Frederic Lesage
Modeling the Topology of Cerebral Microvessels Via Geometric Graph Contraction. ISBI (2020)
Duc Hoa Tran, Michel Meunier, Farida Cheriet
Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder. ICPR Workshops (2) (2020)
Youstina Daoud, Farida Cheriet, Marie Beauséjour, Philippe Debanné, Hubert Labelle
3D reconstruction of the human trunk for designing personalized braces : Precision study. EMBC (2020)
Mohammad E. Yahyatabar, Philippe Jouvet, Farida Cheriet
Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images. EMBC (2020)
Youri Peskine, Marie-Carole Boucher, Farida Cheriet
An Interpretable Data-Driven Score for the Assessment of Fundus Images Quality. ICIAR (2) (2020)
Rafat Damseh, Patrick Delafontaine-Martel, Paul James-Marchand, Parikshat Sirpal, Farida Cheriet, Frederic Lesage
Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling. EMBC (2020)
Nassim Guerroumi, Clément Playout, Catherine Laporte, Farida Cheriet
Automatic Segmentation of the Scoliotic Spine from Mr Images. ISBI (2019)
Fantin Girard, Conrad Kavalec, Farida Cheriet
Joint segmentation and classification of retinal arteries/veins from fundus images. Artif. Intell. Medicine 94 (2019)
Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Farida Cheriet
Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Clément Playout, Renaud Duval, Farida Cheriet
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. IEEE Trans. Medical Imaging 38 (10) (2019)
Rafat Damseh, Philippe Pouliot, Louis Gagnon, Sava Sakadzic, David A. Boas, Farida Cheriet, Frederic Lesage
Automatic Graph-Based Modeling of Brain Microvessels Captured With Two-Photon Microscopy. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Rafat Damseh, Patrick Delafontaine-Martel, Philippe Pouliot, Farida Cheriet, Frederic Lesage
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. CoRR (2019)
Duc Hoa Tran, Michel Meunier, Farida Cheriet
WaveM-CNN for Automatic Recognition of Sub-cellular Organelles. ICIAR (1) (2019)
Arnaud Brignol, Farida Cheriet, Catherine Laporte
A robust index for global tissue deformation analysis in ultrasound images. Medical Imaging: Image Processing (2019)
Fantin Girard, Conrad Kavalec, Farida Cheriet
Joint segmentation and classification of retinal arteries/veins from fundus images. CoRR (2019)
Bilal Khomri, Argyrios Christodoulidis, Leila Djerou, Mohamed Chaouki Babahenini, Farida Cheriet
Retinal blood vessel segmentation using the elite-guided multi-objective artificial bee colony algorithm. IET Image Process. 12 (12) (2018)
Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet
Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images. COMPAY/OMIA@MICCAI (2018)
Ahmed M. Abdelsalam, Felix Boulet, Gabriel Demers, J. M. Pierre Langlois, Farida Cheriet
An Efficient FPGA-based Overlay Inference Architecture for Fully Connected DNNs. ReConFig (2018)
Clément Playout, Renaud Duval, Farida Cheriet
A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images. MICCAI (2) (2018)
Hamza Bendaoudi, Farida Cheriet, Ashley Manraj, Houssem Ben Tahar, J. M. Pierre Langlois
Flexible architectures for retinal blood vessel segmentation in high-resolution fundus images. J. Real Time Image Process. 15 (1) (2018)
Rafat Damseh, Farida Cheriet, Frederic Lesage
Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy. EMBC (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)
Fantin Girard, Farida Cheriet
Artery/vein classification in fundus images using CNN and likelihood score propagation. GlobalSIP (2017)
Ahmed M. Abdelsalam, J. M. Pierre Langlois, Farida Cheriet
A Configurable FPGA Implementation of the Tanh Function Using DCT Interpolation. FCCM (2017)
Ahmed M. Abdelsalam, J. M. Pierre Langlois, Farida Cheriet
Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter (Abstract Only). FPGA (2017)
Ola Ahmad, Philippe Debanné, Stefan Parent, Hubert Labelle, Farida Cheriet
3D shape asymmetry analysis using correspondence between partial geodesic curves. GlobalSIP (2017)
Argyrios Christodoulidis, Thomas Hurtut, Farida Cheriet
Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images. ISBI (2017)
Bilal Khomri, Argyrios Christodoulidis, Leila Djerou, Mohamed Chaouki Babahenini, Farida Cheriet
Particle Swarm Optimization Approach for the Segmentation of Retinal Vessels from Fundus Images. ICIAR (2017)
Rana Farah, Samuel Belanger, Reza Jafari, Claudia Chevrefils, Jean-Philippe Sylvestre, Frédéric Lesage, Farida Cheriet
Retinal Vessel Segmentation from a Hyperspectral Camera Images. ICIAR (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)
M. R. Mohebpour, François Guibault, Farida Cheriet
Mesh-Based Active Model Initialization for Multiple Organ Segmentation in MR Images. ICIAR (2017)
Hamza Bendaoudi, Farida Cheriet, J. M. Pierre Langlois
Memory Efficient Multi-Scale Line Detector Architecture for Retinal Blood Vessel Segmentation. CoRR (2016)
Lama Seoud, Thomas Hurtut, Jihed Chelbi, Farida Cheriet, J. M. Pierre Langlois
Red Lesion Detection Using Dynamic Shape Features for Diabetic Retinopathy Screening. IEEE Trans. Medical Imaging 35 (4) (2016)
Florian Berton, Farida Cheriet, Marie-Claude Miron, Catherine Laporte
Segmentation of the spinous process and its acoustic shadow in vertebral ultrasound images. Comput. Biol. Medicine 72 (2016)
Hamza Bendaoudi, Farida Cheriet, J. M. Pierre Langlois
Memory efficient Multi-Scale Line Detector architecture for retinal blood vessel segmentation. DASIP (2016)
Fantin Girard, Conrad Kavalec, Sébastien Grenier, Houssem Ben Tahar, Farida Cheriet
Simultaneous macula detection and optic disc boundary segmentation in retinal fundus images. Medical Imaging: Image Processing (2016)
Ahmed M. Abdelsalam, J. M. Pierre Langlois, Farida Cheriet
Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter. CoRR (2016)
Argyrios Christodoulidis, Thomas Hurtut, Houssem Ben Tahar, Farida Cheriet
A multi-scale tensor voting approach for small retinal vessel segmentation in high resolution fundus images. Comput. Medical Imaging Graph. 52 (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)
Nicolas Piché, Farida Cheriet, François Guibault
A new topological descriptor for contextual feature indexing. ICIP (2016)
Thanh Vân Phan, Lama Seoud, Farida Cheriet
Towards an Automatic Clinical Classification of Age-Related Macular Degeneration. ICIAR (2015)
Pascale Beliveau, Farida Cheriet, Stasia A. Anderson, Joni Taylor, Andrew E. Arai, Li-yueh Hsu
Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation. Comput. Biol. Medicine 65 (2015)
Mitchel Benovoy, Matthew Jacobs, Farida Cheriet, Nagib Dahdah, Andrew E. Arai, Li-yueh Hsu
Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging. ISBI (2015)
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)
Hamza Bendaoudi, Qifeng Gan, Farida Cheriet, Houssem Ben Tahar, J. M. Pierre Langlois
A run-length encoding co-processor for retinal image texture analysis. ReConFig (2015)
Florian Berton, Wassim Azzabi, Farida Cheriet, Catherine Laporte
Automatic Segmentation of Vertebrae in Ultrasound Images. ICIAR (2015)
Cornelia Paula Vacar, Farida Cheriet
Robust probabilistic optical flow for video sequences. ICIP (2014)
Kondo Claude Assi, Hubert Labelle, Farida Cheriet
Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning. Comput. Biol. Medicine 48 (2014)
Mickaël Garnier, Thomas Hurtut, Houssem Ben Tahar, Farida Cheriet
Automatic multiresolution age-related macular degeneration detection from fundus images. Medical Imaging: Computer-Aided Diagnosis (2014)
Mahnaz Fasih, J. M. Pierre Langlois, Houssem Ben Tahar, Farida Cheriet
Retinal image quality assessment using generic features. Medical Imaging: Computer-Aided Diagnosis (2014)
Nesrine Zaglam, Philippe Jouvet, Olivier Flechelles, Guillaume Emeriaud, Farida Cheriet
Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs. Comput. Biol. Medicine 52 (2014)
Kondo Claude Assi, Hubert Labelle, Farida Cheriet
Modified Large Margin Nearest Neighbor Metric Learning for Regression. IEEE Signal Process. Lett. 21 (3) (2014)
Lama Seoud, Timothée Faucon, Thomas Hurtut, Jihed Chelbi, Farida Cheriet, J. M. Pierre Langlois
Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features. ISBI (2014)
Maya Alsheh Ali, Thomas Hurtut, Timothée Faucon, Farida Cheriet
Glaucoma detection based on local binary patterns in fundus photographs. Medical Imaging: Computer-Aided Diagnosis (2014)
Hamza Bendaoudi, Farida Cheriet, Houssem Ben Tahar, J. M. Pierre Langlois
A scalable hardware architecture for retinal blood vessel detection in high resolution fundus images. DASIP (2014)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. Int. J. Comput. Vis. 107 (3) (2014)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
Patient-specific model of a scoliotic torso for surgical planning. Medical Imaging: Image-Guided Procedures (2013)
Herve Lombaert, Leo J. Grady, Jonathan R. Polimeni, Farida Cheriet
FOCUSR: Feature Oriented Correspondence Using Spectral Regularization-A Method for Precise Surface Matching. IEEE Trans. Pattern Anal. Mach. Intell. 35 (9) (2013)
Lama Seoud, Jean Dansereau, Hubert Labelle, Farida Cheriet
Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE J. Biomed. Health Informatics 17 (2) (2013)
Pascale Beliveau, Farida Cheriet, Stasia A. Anderson, Joni Taylor, Stephen Berul, Andrew E. Arai, Li-yueh Hsu
Textural analysis of diffuse myocardial fibrosis in aging rats: A late gadolinium enhancement magnetic resonance imaging study. ISBI (2013)
Mathias M. Adankon, Najat Chihab, Jean Dansereau, Hubert Labelle, Farida Cheriet
Scoliosis Follow-Up Using Noninvasive Trunk Surface Acquisition. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging 13 (2013)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet
Groupwise Spectral Log-Demons Framework for Atlas Construction. MCV (2012)
Herve Lombaert, Farida Cheriet
Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images. ISSPA (2012)
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)
Herve Lombaert, Jean-Marc Peyrat, Pierre Croisille, Stanislas Rapacchi, Laurent Fanton, Farida Cheriet, Patrick Clarysse, Isabelle E. Magnin, Hervé Delingette, Nicholas Ayache
Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population. IEEE Trans. Medical Imaging 31 (7) (2012)
Taieb Lamine Ben Cheikh, Giovanni Beltrame, Gabriela Nicolescu, Farida Cheriet, Sofiène Tahar
Parallelization strategies of the canny edge detector for multi-core CPUs and many-core GPUs. NEWCAS (2012)
Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
Non invasive classification system of scoliosis curve types using least-squares support vector machines. Artif. Intell. Medicine 56 (2) (2012)
Séverine Habert, Nagib Dahdah, Farida Cheriet
A novel method for an automatic 3D reconstruction of coronary arteries from angiographic images. ISSPA (2012)
Rola Harmouche, Farida Cheriet, Hubert Labelle, Jean Dansereau
3D registration of MR and X-ray spine images using an articulated model. Comput. Medical Imaging Graph. 36 (5) (2012)
Nina Olamaei, Farida Cheriet, Sylvain Martel
3D reconstruction of microvasculature in MRI using magnetic microparticles. ISSPA (2012)
Mathias M. Adankon, Jean Dansereau, Hubert Labelle, Farida Cheriet
Analysis of scoliosis trunk deformities using ICA. ISSPA (2012)
Frédéric Plourde, Farida Cheriet, Jean Dansereau
Semiautomatic Detection of Scoliotic Rib Borders From Posteroanterior Chest Radiographs. IEEE Trans. Biomed. Eng. 59 (4) (2012)
Olivier Dionne, Kondo Claude Assi, Sébastien Grenier, Hubert Labelle, François Guibault, Farida Cheriet
Simulation of the postoperative trunk appearance in scoliosis surgery. ISBI (2012)
David Thivierge-Gaulin, Chen-Rui Chou, Atilla P. Kiraly, Christophe Chefd'Hotel, Norbert Strobel, Farida Cheriet
3D-2D Registration Based on Mesh-Derived Image Bisection. WBIR (2012)
Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet
Spectral Demons - Image Registration via Global Spectral Correspondence. ECCV (2) (2012)
Claudia Chevrefils, Farida Cheriet, Guy Grimard, Marie-Claude Miron, Carl-Eric Aubin
Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images. BMC Medical Imaging 12 (2012)
Charles-Auguste Saint-Pierre, Jonathan Boisvert, Guy Grimard, Farida Cheriet
Detection and correction of specular reflections for automatic surgical tool segmentation in thoracoscopic images. Mach. Vis. Appl. 22 (1) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Farida Cheriet