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R

Renaud Duval

Université de Montréal

17H-index
89Paper Count
1.5KCitation Count
Published Papers 16
Publication Date
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DTG: Dual Transformers-based Generative Adversarial Networks for retinal 2D/3D OCT image classification
errMedical Image Analysis
IF11.8
err2025-12-18
err0
PREAI
errBadr Ait Hammou; Renaud Duval; Marie-Carole Boucher; Farida Cheriet
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Performance of GPT-5 Frontier Models in Ophthalmology Question Answering
errOphthalmology Science
IF4.6
err2025-12-06
err0
errOAAI
errFares Antaki; David Mikhail; Daniel Milad; Danny A. Mammo; Sumit Sharma; Sunil K. Srivastava; Bing Yu Chen; Samir Touma; Mertcan Sevgi; Jonathan El-Khoury; Pearse A. Keane; Qingyu Chen; Yih Chung Tham; Renaud Duval
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Performance of Artificial Intelligence-Based Models for Epiretinal Membrane Diagnosis: A Systematic Review and Meta-Analysis
errAmerican Journal of Ophthalmology
IF4.2
err2025-05-31
err0
errOAAI
errDavid 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
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The role of artificial intelligence in macular hole management: A scoping review
errSURVEY OF OPHTHALMOLOGY
IF5.9
err2025-01-01
err0
errOAAI
errMikhail, David; Milad, Daniel; Antaki, Fares; Hammamji, Karim; Qian, Cynthia X.; Rezende, Flavio A.; Duval, Renaud
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The Role of Artificial Intelligence in Epiretinal Membrane Care: A Scoping Review
errOPHTHALMOLOGY SCIENCE
IF4.6
err2024-12-01
err1
errOAAI
errMilad, Daniel; Hammamji, Karim; Qian, Cynthia X.; Rezende, Flavio A.; Duval, Renaud
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Assessing the medical reasoning skills of GPT-4 in complex ophthalmology cases
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2024-02-16
err14
errOAAI
errMilad, Daniel; Antaki, Fares; Milad, Jason; Farah, Andrew; Khairy, Thomas; Mikhail, David; Giguere, Charles-Edouard; Touma, Samir; Bernstein, Allison; Szigiato, Andrei-Alexandru; Nayman, Taylor; Mullie, Guillaume A.; Duval, Renaud
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Evaluating the Performance of ChatGPT in Ophthalmology
errOPHTHALMOLOGY SCIENCE
IF4.6
err2023-12-01
err224
errOAAI
errAntaki, Fares; Touma, Samir; Milad, Daniel; El -Khoury, Jonathan; Duval, Renaud
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errSave
Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2023-11-03
err27
errOAAI
errAntaki, Fares; Milad, Daniel; Chia, Mark A.; Giguere, Charles-Edouard; Touma, Samir; El-Khoury, Jonathan; Keane, Pearse A.; Duval, Renaud
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errSave
MBT: Model-Based Transformer for retinal optical coherence tomography image and video multi-classification
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2023-10-01
err5
PREAI
errHammou, Badr Ait; Antaki, Fares; Boucher, Marie-Carole; Duval, Renaud
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errSave
Focused Attention in Transformers for interpretable classification of retinal images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2022-11-01
err31
PREAI
errPlayout, Clement; Duval, Renaud; Boucher, Marie Carole; Cheriet, Farida
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errSave
Development of a code-free machine learning model for the classification of cataract surgery phases
errSCIENTIFIC REPORTS
IF3.9
err2022-02-14
err24
errOAAI
errTouma, Samir; Antaki, Fares; Duval, Renaud
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Does real-time artificial intelligence-based visual pathology enhancement of three-dimensional optical coherence tomography scans optimise treatment decision in patients with nAMD? Rationale and design of the RAZORBILL study
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2021-08-06
err6
errOAAI
errHolz, Frank G.; Abreu-Gonzalez, Rodrigo; Bandello, Francesco; Duval, Renaud; O'Toole, Louise; Pauleikhoff, Daniel; Staurenghi, Giovanni; Wolf, Armin; Lorand, Daniel; Clemens, Andreas; Gmeiner, Benjamin
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Accuracy of automated machine learning in classifying retinal pathologies from ultra-widefield pseudocolour fundus images
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2021-08-03
err37
PREAI
errAntaki, Fares; Coussa, Razek Georges; Kahwati, Ghofril; Hammamji, Karim; Sebag, Mikael; Duval, Renaud
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errSave
Predictive modeling of proliferative vitreoretinopathy using automated machine learning by ophthalmologists without coding experience
errSCIENTIFIC REPORTS
IF3.9
err2020-11-11
err26
errOAAI
errAntaki, Fares; Kahwati, Ghofril; Sebag, Julia; Coussa, Razek Georges; Fanous, Anthony; Duval, Renaud; Sebag, Mikael
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errSave
Correlation of ocular rigidity with intraocular pressure spike after intravitreal injection of bevacizumab in exudative retinal disease
errBRITISH JOURNAL OF OPHTHALMOLOGY
IF3.5
err2020-04-28
err6
PREAI
errSayah, Diane N.; Szigiato, Andrei-Alexandru; Mazzaferri, Javier; Descovich, Denise; Duval, Renaud; Rezende, Flavio A.; Costantino, Santiago; Lesk, Mark R.
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A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2019-10-01
err72
PREAI
errPlayout, Clement; Duval, Renaud; Cheriet, Farida
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Frank G. Holz
H-index: 105 · Papers: 1.7K
P
Pearse A. Keane
H-index: 79 · Papers: 727
F
Francesco Bandello
H-index: 73 · Papers: 1.6K
G
Giovanni Staurenghi
H-index: 62 · Papers: 554
Y
Yih Chung Tham
H-index: 61 · Papers: 473
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