Clément Playout

According to our database, Clément Playout authored at least 10 papers between 2018 and 2025.

Collaborative distances:

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

2025

Anomaly Detection in Anterior Eye Segment Using Self-supervised Siamese Autoencoders.

Philippe Baumstimler, Sebastien Gagné, Mathieu Champagne, Jean-Mathieu Gagnon, Clément Playout, Lama Séoud

Proceedings of the Ophthalmic Medical Image Analysis - 12th International Workshop, 2025

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

Cross-Dataset Generalization For Retinal Lesions Segmentation.

Clément Playout, 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

2022

Focused Attention in Transformers for interpretable classification of retinal images.

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

Medical Image Anal., 2022

2021

Adaptable Deformable Convolutions for Semantic Segmentation of Fisheye Images in Autonomous Driving Systems.

Clément Playout, Ola Ahmad, Freddy Lécué, Farida Cheriet

CoRR, 2021

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

Automatic Segmentation of the Scoliotic Spine from Mr Images.

Nassim Guerroumi, Clément Playout, Catherine Laporte, Farida Cheriet

Proceedings of the 16th IEEE International Symposium on Biomedical 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