| 2024 | MICCAI | A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization. | Clment Playout, Zacharie Legault, Renaud Duval, Marie-Carole Boucher, Farida Cheriet |
| 2023 | MICCAI | From Mesh Completion to AI Designed Crown. | Golriz Hosseinimanesh, Farnoosh Ghadiri, Franois Guibault, Farida Cheriet, Julia Keren |
| 2020 | ICPR | Deep Image Clustering Using Self-learning Optimization in a Variational Auto-Encoder. | Duc Hoa Tran, Michel Meunier, Farida Cheriet |
| 2018 | MICCAI | Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images. | Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet |
| 2018 | MICCAI | A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images. | Clment Playout, Renaud Duval, Farida Cheriet |
| 2017 | FCCM | A Configurable FPGA Implementation of the Tanh Function Using DCT Interpolation. | Ahmed M. Abdelsalam, J. M. Pierre Langlois, Farida Cheriet |
| 2017 | FPGA | 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 |
| 2016 | ICIP | A new topological descriptor for contextual feature indexing. | Nicolas Pich, Farida Cheriet, Franois Guibault |
| 2016 | MICCAI | Longitudinal Scoliotic Trunk Analysis via Spectral Representation and Statistical Analysis. | Ola Ahmad, Herve Lombaert, Stefan Parent, Hubert Labelle, Jean Dansereau, Farida Cheriet |
| 2014 | ICIP | Robust probabilistic optical flow for video sequences. | Cornelia Paula Vacar, Farida Cheriet |
| 2012 | ECCV | Spectral Demons - Image Registration via Global Spectral Correspondence. | Herve Lombaert, Leo J. Grady, Xavier Pennec, Nicholas Ayache, Farida Cheriet |
| 2012 | MICCAI | Groupwise Spectral Log-Demons Framework for Atlas Construction. | Herve Lombaert, Leo J. Grady, Xavier Pennec, Jean-Marc Peyrat, Nicholas Ayache, Farida Cheriet |
| 2011 | MICCAI | Variability of the Human Cardiac Laminar Structure. | Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Herv Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille |
| 2011 | MICCAI | Statistical Atlas of Human Cardiac Fibers: Comparison with Abnormal Hearts. | Herve Lombaert, Jean-Marc Peyrat, Laurent Fanton, Farida Cheriet, Herv Delingette, Nicholas Ayache, Patrick Clarysse, Isabelle E. Magnin, Pierre Croisille |
| 2010 | ICPR | Geodesic Thin Plate Splines for Image Segmentation. | Herve Lombaert, Farida Cheriet |
| 2007 | ICCV | Region-Based Segmentation via Non-Rigid Template Matching. | Kinda Anna Saddi, Christophe Chefd'Hotel, Mikal Rousson, Farida Cheriet |
| 2003 | DICTA | Enhancement and Segmentation of Scar Color Images after a Scoliosis Surgery. | Thomas Hurtut, Farida Cheriet, Julie Joncas, Jean Dansereau |