Renaud Duval

13 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification.
Medical Image Anal.
Badr Ait Hammou, Renaud Duval, Marie-Carole Boucher, Farida Cheriet
2026 J jnl
Deliberative multi-agent large language models improve clinical reasoning in ophthalmology.
CoRR
Ehsan Misaghi, Sean T. Berkowitz, Bing Yu Chen, Qingyu Chen, Renaud Duval, Pearse A. Keane, Danny A Mammo, Ariel Yuhan Ong, Mertcan Sevgi, Sumit Sharma, Sunil K. Srivastava, Yih Chung Tham, Fares Antaki
2025 — conf
Enhanced Graph Representation for Reliable Retinal Vessel Analysis: CLSA Population-Based Study.
ISBI
Gabriel Lepetit-Aimon, Lycia Mameri, Renaud Duval, Farida Cheriet
2025 J jnl
Performance of GPT-5 Frontier Models in Ophthalmology Question Answering.
CoRR
Fares Antaki, David Mikhail, Daniel Milad, Danny A Mammo, Sumit Sharma, Sunil K. Srivastava, Bing Yu Chen, Samir Touma, Mertcan Sevgi, Jonathan El-Khoury, Pearse A. Keane, Qingyu Chen, Yih Chung Tham, Renaud Duval
2024 — conf
A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization.
MICCAI (5)
Clément Playout, Zacharie Legault, Renaud Duval, Marie-Carole Boucher, Farida Cheriet
2024 J jnl
MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy.
CoRR
Gabriel Lepetit-Aimon, Clément Playout, Marie-Carole Boucher, Renaud Duval, Michael H. Brent, Farida Cheriet
2024 J jnl
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks.
CoRR
Clément Playout, Renaud Duval, Marie-Carole Boucher, Farida Cheriet
2023 J jnl
MBT: Model-Based Transformer for retinal optical coherence tomography image and video multi-classification.
Int. J. Medical Informatics
Badr Ait Hammou, Fares Antaki, Marie-Carole Boucher, Renaud Duval
2023 — conf
Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels.
ISBI
Gabriel Lepetit-Aimon, Marie-Carole Boucher, Renaud Duval, Farida Cheriet
2022 J jnl
Focused Attention in Transformers for interpretable classification of retinal images.
Medical Image Anal.
Clément Playout, Renaud Duval, Marie-Carole Boucher, Farida Cheriet
2019 J jnl
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images.
IEEE Trans. Medical Imaging
Clément Playout, Renaud Duval, Farida Cheriet
2018 — conf
A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images.
MICCAI (2)
Clément Playout, Renaud Duval, Farida Cheriet
2018 — conf
Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images.
COMPAY/OMIA@MICCAI
Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet