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Renaud Duval

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Clinical Associate ProfessorFaculté de médecine - Département d'ophtalmologieUniversité de Montréal

Renaud Duval

Clinical Associate Professor

Faculté de médecine - Département d'ophtalmologie

Université de Montréal

Montreal, Quebec, Canada

Supervision signals

Clinical faculty often co-supervise; many graduate programs need a core faculty member as the main supervisor.
23 publications in the last five years, latest in 2026.
Senior (last) author on 15 recent papers, a sign of leading a research group.

These signals come from public records, including federal and provincial funding decisions. Ask the professor or the graduate program whether they are taking new students.

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Research

Read how they describe their research on their Université de Montréal profile.

Latest papers

DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification.
Medical image analysis · 2026
Multimodal Deep Learning for Benign vs Malignant Eyelid Lesion Classification Using Optical Coherence Tomography and Clinical Images.
Ophthalmic plastic and reconstructive surgery · 2026
Performance of GPT-5 Frontier Models in Ophthalmology Question Answering.
Ophthalmology science · 2026 · senior author

All 31 publications

Latest funding

An OCT-controlled system for precise and reproducible subretinal drug injection in mice
CIHR · 2021 · Co-investigator
$179,775

All 1 grants and awards

31 publications.

DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification.

Ait Hammou B, Duval R, Boucher MC, Cheriet F

Medical image analysis20264 citations

DOI: 10.1016/j.media.2025.103915 PMID: 41518764

Multimodal Deep Learning for Benign vs Malignant Eyelid Lesion Classification Using Optical Coherence Tomography and Clinical Images.

Jakubowska W, Playout C, Duval R, Kalin-Hajdu E

Ophthalmic plastic and reconstructive surgery2026

DOI: 10.1097/iop.0000000000003233 PMID: 42202764

Performance of GPT-5 Frontier Models in Ophthalmology Question Answering.

Antaki F, Mikhail D, Milad D, Mammo DA, Sharma S, Srivastava SK, Chen BY, Touma S, Sevgi M, El-Khoury J, Keane PA, Chen Q, Tham YC, Duval R

Ophthalmology science2026Senior author

DOI: 10.1016/j.xops.2025.101034 PMID: 41552655

Impact of AI-enhanced three-dimensional OCT scans on disease activity assessment in patients with nAMD: the RAZORBILL study.

Kortuem KU, Zarranz-Ventura J, Bandello F, Duval R, O'Toole L, De Zanet S, Blair JPM, Seaman J, Zvolanek M, Jaeger K, Gmeiner B, Holz FG

The British journal of ophthalmology2026

DOI: 10.1136/bjo-2024-327060 PMID: 42082322

Evaluation of a cornea-specialized large language model for diagnostic and management accuracy in complex corneal cases.

Mikhail D, Milad D, Antaki F, Milad J, Sedarous F, Martin RA, Vaudoisey L, El-Khoury J, Jabbour S, Duval R, Harissi-Dagher M

International ophthalmology2026

DOI: 10.1007/s10792-026-04232-2 PMID: 42684491

Performance of Artificial Intelligence-Based Models for Epiretinal Membrane Diagnosis: A Systematic Review and Meta-Analysis

David Mikhail, Angel Gao, Andrew Farah, Andrew Mihalache, Daniel Milad, Fares Antaki, Marko M. Popovic, Reut Shor, Renaud Duval, Peter J. Kertes, Radha P. Kohly, Rajeev H. Muni

American Journal of Ophthalmology20256 citationsOpen Access

DOI: 10.1016/j.ajo.2025.05.041 PMID: 40456398

Performance of DeepSeek-R1 in ophthalmology: an evaluation of clinical decision-making and cost-effectiveness.

Mikhail D, Farah A, Milad J, Nassrallah W, Mihalache A, Milad D, Antaki F, Balas M, Popovic M, Feo A, Muni RH, Keane PA, Duval R

The British journal of ophthalmology2025Senior author

DOI: 10.1136/bjo-2025-327360 PMID: 40701781

Code-Free Deep Learning Glaucoma Detection on Color Fundus Images.

Milad D, Antaki F, Mikhail D, Farah A, El-Khoury J, Touma S, Durr GM, Nayman T, Playout C, Keane PA, Duval R

Ophthalmology science2025Senior author

DOI: 10.1016/j.xops.2025.100721 PMID: 40182983

The role of artificial intelligence in macular hole management: A scoping review.

Mikhail D, Milad D, Antaki F, Hammamji K, Qian CX, Rezende FA, Duval R

Survey of ophthalmology2025Senior author

DOI: 10.1016/j.survophthal.2024.09.003 PMID: 39357748

Multimodal Performance of GPT-4 in Complex Ophthalmology Cases.

Mikhail D, Milad D, Antaki F, Milad J, Farah A, Khairy T, El-Khoury J, Bachour K, Szigiato AA, Nayman T, Mullie GA, Duval R

Journal of personalized medicine2025Senior author

DOI: 10.3390/jpm15040160 PMID: 40278339

Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.

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Renaud Duval

Research

Latest papers

Latest funding

DTG: Dual transformers-based generative adversarial networks for retinal 2D/3D OCT image classification.

Multimodal Deep Learning for Benign vs Malignant Eyelid Lesion Classification Using Optical Coherence Tomography and Clinical Images.

Performance of GPT-5 Frontier Models in Ophthalmology Question Answering.

Impact of AI-enhanced three-dimensional OCT scans on disease activity assessment in patients with nAMD: the RAZORBILL study.

Evaluation of a cornea-specialized large language model for diagnostic and management accuracy in complex corneal cases.

Performance of Artificial Intelligence-Based Models for Epiretinal Membrane Diagnosis: A Systematic Review and Meta-Analysis

Performance of DeepSeek-R1 in ophthalmology: an evaluation of clinical decision-making and cost-effectiveness.

Code-Free Deep Learning Glaucoma Detection on Color Fundus Images.

The role of artificial intelligence in macular hole management: A scoping review.

Multimodal Performance of GPT-4 in Complex Ophthalmology Cases.

An OCT-controlled system for precise and reproducible subretinal drug injection in mice

Frequent collaborators

Karim Hammamji

Andrei-Alexandru Szigiato

Taylor Nayman

Ghassan Cordahi

Mikaël Sebag

Christos Boutopoulos

Evan Kalin-Hajdu

Émilie Goodyear

Sébastien Olivier

Samir Jabbour

Jacques Michaud

Farida Cheriet

Santiago Costantino

Marie-Claude Robert

Peter Kertes

Marko Popovic

Mark Lesk