Marie-Carole Boucher

According to our database, Marie-Carole Boucher authored at least 8 papers between 2001 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

2020

An Interpretable Data-Driven Score for the Assessment of Fundus Images Quality.

Youri Peskine, Marie-Carole Boucher, Farida Cheriet

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2001

Procedure to detect anatomical structures in optical fundus images.

Langis Gagnon, Marc Lalonde, Mario Beaulieu, Marie-Carole Boucher

Proceedings of the Medical Imaging 2001: Image Processing, 2001