Renaud Duval

According to our database, Renaud Duval authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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

A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization.

Clément Playout, Zacharie Legault, Renaud Duval, Marie-Carole Boucher, Farida Cheriet

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

MBT: Model-Based Transformer for retinal optical coherence tomography image and video multi-classification.

Badr Ait Hammou, Fares Antaki, Marie-Carole Boucher, Renaud Duval

Int. J. Medical Informatics, October, 2023

Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels.

Gabriel Lepetit-Aimon, Marie-Carole Boucher, Renaud Duval, Farida Cheriet

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Focused Attention in Transformers for interpretable classification of retinal images.

Clément Playout, Renaud Duval, Marie-Carole Boucher, Farida Cheriet

Medical Image Anal., 2022

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

2018

A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images.

Clément Playout, Renaud Duval, Farida Cheriet

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images.

Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018