| A foundation language-image model of the retina (flair): Encoding expert knowledge in text supervision J Silva-Rodriguez, H Chakor, R Kobbi, J Dolz, IB Ayed Medical Image Analysis 99, 103357, 2025 | 112 | 2025 |
| Gamma challenge: glaucoma grading from multi-modality images J Wu, H Fang, F Li, H Fu, F Lin, J Li, Y Huang, Q Yu, S Song, X Xu, Y Xu, ... Medical Image Analysis 90, 102938, 2023 | 109 | 2023 |
| Do we really need dice? The hidden region-size biases of segmentation losses B Liu, J Dolz, A Galdran, R Kobbi, IB Ayed Medical Image Analysis 91, 103015, 2024 | 45 | 2024 |
| HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images B Qian, X Wang, Z Guan, D Yang, A Ran, T Li, Z Wang, Y Wen, X Shu, ... The Visual Computer 41 (2), 1061-1077, 2025 | 11 | 2025 |
| Automatic classification and triage of diabetic retinopathy from retinal images based on a convolutional neural networks (CNN) method A Galdran, H Chakor, AA Alrushood, R Kobbi, A Christodoulidis, J Chelbi, ... Acta Ophthalmologica 97, 2019 | 8 | 2019 |
| Exploring the transferability of a foundation model for fundus images: Application to hypertensive retinopathy J Silva-Rodriguez, J Chelbi, W Kabir, H Chakor, J Dolz, IB Ayed, R Kobbi Computer Graphics International Conference, 427-437, 2023 | 5 | 2023 |
| The hidden label-marginal biases of segmentation losses B Liu, J Dolz, A Galdran, R Kobbi, IB Ayed | 5 | 2021 |
| A domain adaptation method for deep learning based automatic diabetic retinopathy grading B Liu, H Chakor, R Kobbi, B Murugesan, W Kabir, J Chelbi, MA Racine, ... Investigative Ophthalmology & Visual Science 64 (8), 263-263, 2023 | 1 | 2023 |
| Parameter-Efficient Fine-Tuning of Ophthalmology Foundation Models for Robust Hypertensive Retinopathy Detection and Triage J Silva-Rodríguez, H Chakor, R Kobbi, B Murugesan, W Kabir, J Chelbi, ... Investigative Ophthalmology & Visual Science 66 (8), 5433-5433, 2025 | | 2025 |
| AI-assisted automated screening of retinal anomalies in OCT Images: A deep learning approach H Chakor, W Kabir, R Kobbi, J Chelbi, MA Racine, J Silva-Rodríguez, ... Investigative Ophthalmology & Visual Science 65 (7), 5962-5962, 2024 | | 2024 |
| All that glitters is not gold: are current retina foundation models able to efficiently detect hypertensive retinopathy? J Silva-Rodriguez, H Chakor, R Kobbi, B Murugesan, W Kabir, J Chelbi, ... Investigative Ophthalmology & Visual Science 65 (7), 5660-5660, 2024 | | 2024 |
| Domain generalization for diabetic retinopathy grading through vision-language foundation models B Murugesan, J Silva-Rodriguez, H Chakor, R Kobbi, W Kabir, J Chelbi, ... Investigative Ophthalmology & Visual Science 65 (7), 1617-1617, 2024 | | 2024 |
| IDF23-0251 An AI-Assisted System for Classification and Triage of Diabetic Retinopathy (DR) by Using Real-World Fundus Images HC Dj, W Kabir, R Kobbi, J Chelbi, MA Racine, J St-Jacques, D Schwirtz, ... Diabetes Research and Clinical Practice 209, 111155, 2024 | | 2024 |
| IDF23-0249 Hybrid Classification of Hypertensive Retinopathy (HR) in General Population Based on Artificial Intelligence HC Dj, W Kabir, R Kobbi, J Chelbi, MA Racine, J St-Jacques, D Schwirtz, ... Diabetes Research and Clinical Practice 209, 111154, 2024 | | 2024 |
| Hybrid classification of hypertensive retinopathy (HR) in general population based on artificial intelligence H Chakor Dj, W Kabir, R Kobbi, J Chelbi, MA Racine, J St-Jacques, ... Diabetes Research and Clinical Practice 209 (Suppl. 1), 2024 | | 2024 |
| An AI-assisted system for classification and triage of diabetic retinopathy (DR) by using real-world fundus images H Chakor Dj, W Kabir, R Kobbi, J Chelbi, MA Racine, J St-Jacques, ... Diabetes Research and Clinical Practice 209 (Suppl. 1), 2024 | | 2024 |
| An AI-assisted system for early screening of age-related macular degeneration (ARMD) from real-world fundus images W Kabir, R Kobbi, J Chelbi, MA Racine, H Chakor Dj, IB Ayed, J Dolz, ... Diabetes Research and Clinical Practice 209 (Suppl. 1), 2024 | | 2024 |
| An AI-assisted system for screening of diabetic macular edema (DME) by using real-world fundus images W Kabir, H Chakor, R Kobbi, J Chelbi, MA Racine, J St-Jacques, ... Diabetes Research and Clinical Practice 209 (Suppl. 1), 2024 | | 2024 |
| Automatic screening and progress with AI-assisted OCT in retinal macular oedema detection. B Murugesan, H Chakor, R Kobbi, B Liu, W Kabir, J Chelbi, MA Racine, ... Investigative Ophthalmology & Visual Science 64 (8), 4995-4995, 2023 | | 2023 |
| IDF21-0299 An automatic deep learning-based system for screening and management of DME A Galdran, H Chakor, W Kabir, R Kobbi, B Liu, J Dolz, IB Ayed Diabetes Research and Clinical Practice 186, 2022 | | 2022 |
Ismail Ben AyedProfessor, ETS MontrealVerified email at etsmtl.ca
