Clément Playout

Statistics

Publications

Citations

232

H-Index

Active since

2019

Affiliations

Polytechnique Montréal(Current)

Hôpital Maisonneuve-Rosemont

Université de Montréal

University of Toronto

Clément Playout is an author at Polytechnique Montréal specializing in computer science, semantic segmentation, and convolutional neural network segmentation.

ORCID

Publications per year

2019–2025

Publications

A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images

Clément Playout, Renaud Duval, Farida Chériet · IEEE Transactions on Medical Imaging · 2019 · 99 citations

Computing, Computer Science, Ophthalmology +17

Focused Attention in Transformers for interpretable classification of retinal images

Clément Playout, Renaud Duval, Marie Carole Boucher et al. · Medical Image Analysis · 2022 · 90 citations

Medicine, Ophthalmology, Vision Science +16

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

Clément Playout, Ola Ahmad, Freddy Lécué et al. · arXiv (Cornell University) · 2021 · 17 citations · Full text

Computing, Autonomous Systems, Computer Science +16

MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy

Gabriel Lepetit-Aimon, Clément Playout, Marie Carole Boucher et al. · Scientific Data · 2024 · 15 citations · Full text

Medicine, Computer Science, Ophthalmology +17

Code-Free Deep Learning Glaucoma Detection on Color Fundus Images

Daniel Milad, Fares Antaki, David Mikhail et al. · Ophthalmology Science · 2025 · 11 citations · Full text

Computing, Computer Science, Ophthalmology +15

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