Gwenolé Quellec

Researcher, UMR 1101 LaTIM, Inserm

Joined

February 2019

Names

Gwenolé Quellec

Emails

****@inserm.fr (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

UMR 1101 LaTIM, Inserm (inserm.fr)

2011 – Present

Researcher

ARTORG Center, Universität Bern (unibe.ch)

2013 – 2014

Postdoc

College of Engineering, University of Iowa (uiowa.edu)

2008 – 2009

Advisors, Relations & Conflicts

Coauthor

Gouenou Coatrieux

2015 – 2016

Coauthor

Guy Cazuguel

2008 – 2016

Coauthor

Mathieu Lamard

2008 – 2016

Coauthor

Béatrice Cochener

2008 – 2016

Coauthor

Christian Roux

2008 – 2014

Coauthor

Dimitris Visvikis

2012 – 2012

Coauthor

Mona Garvin

2010 – 2010

Coauthor

Meindert Niemeijer

2010 – 2010

Coauthor

Kyungmoo Lee

2010 – 2010

Expertise

Deep learning

2015 – Present

Ophthalmology

2005 – Present

Machine learning

2005 – Present

Medical image analysis

2005 – Present

Publications

RFMiD: Retinal Image Analysis for multi-Disease Detection challenge
Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Zhengbo Luo, Feng Han, Zitang Sun, Li Qihan, Sei-ichiro Kamata, Edward Ho, Edward Wang, Asaanth Sivajohan, Saerom Youn, Kevin Lane, Jin Chun, Xinliang Wang, Yunchao Gu, Sixu Lu, Young-tack Oh et al. (17 additional authors not shown)
- Medical Image Anal. 2025
- Readers: Everyone
DISCOVER: 2-D Multiview Summarization of Optical Coherence Tomography Angiography for Automatic Diabetic Retinopathy Diagnosis
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité, Pierre Deman, Laurent Borderie, Hugang Ren, Niranchana Manivannan, Capucine Lepicard, Béatrice Cochener, Aude Couturier, Ramin Tadayoni, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
- CoRR 2024
- Readers: Everyone
LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
- CoRR 2024
- Readers: Everyone
Generalizing deep learning models for medical image classification
Sarah Matta, Mathieu Lamard, Philippe Zhang, Alexandre Le Guilcher, Laurent Borderie, Béatrice Cochener, Gwenolé Quellec
- CoRR 2024
- Readers: Everyone
DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis
Mostafa El Habib Daho, Yihao Li, Rachid Zeghlache, Hugo Le Boité, Pierre Deman, Laurent Borderie, Hugang Ren, Niranchana Manivannan, Capucine Lepicard, Béatrice Cochener, Aude Couturier, Ramin Tadayoni, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec
- Artif. Intell. Medicine 2024
- Readers: Everyone
Deep Learning-Based Detection of Referable Diabetic Retinopathy and Macular Edema Using Ultra-Widefield Fundus Imaging
Philippe Zhang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
- CoRR 2024
- Readers: Everyone
Detection and Classification of Glaucoma in the Justraigs Challenge: Achievements in Binary and Multilabel Classification
Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
- ISBI 2024
- Readers: Everyone
LaTiM: Longitudinal Representation Learning in Continuous-Time Models to Predict Disease Progression
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Alireza Rezaei, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
- MICCAI (5) 2024
- Readers: Everyone
L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction
Rachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Alireza Rezaei, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard
- CoRR 2024
- Readers: Everyone
A review of deep learning-based information fusion techniques for multimodal medical image classification
Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
- CoRR 2024
- Readers: Everyone

View all 108 publications

Co-Authors

View all 188 co-authors