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2020 – today
- 2024
[c4]Clément Playout, Zacharie Legault, Renaud Duval
, Marie-Carole Boucher, Farida Cheriet:
A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization. MICCAI (5) 2024: 36-45- [i1]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 abs/2402.04258 (2024) - 2023
- [j2]Badr Ait Hammou, Fares Antaki, Marie-Carole Boucher, Renaud Duval:
MBT: Model-Based Transformer for retinal optical coherence tomography image and video multi-classification. Int. J. Medical Informatics 178: 105178 (2023) - [c3]Gabriel Lepetit-Aimon, Marie-Carole Boucher, Renaud Duval, Farida Cheriet:
Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels. ISBI 2023: 1-5 - 2022
- [j1]Clément Playout, Renaud Duval, Marie-Carole Boucher, Farida Cheriet:
Focused Attention in Transformers for interpretable classification of retinal images. Medical Image Anal. 82: 102608 (2022) - 2020
- [c2]Youri Peskine, Marie-Carole Boucher, Farida Cheriet:
An Interpretable Data-Driven Score for the Assessment of Fundus Images Quality. ICIAR (2) 2020: 325-331
2000 – 2009
- 2001
- [c1]Langis Gagnon, Marc Lalonde, Mario Beaulieu, Marie-Carole Boucher:
Procedure to detect anatomical structures in optical fundus images. Medical Imaging: Image Processing 2001
Coauthor Index
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