| Red lesion detection using dynamic shape features for diabetic retinopathy screening L Seoud, T Hurtut, J Chelbi, F Cheriet, JMP Langlois IEEE transactions on medical imaging 35 (4), 1116-1126, 2015 | 339 | 2015 |
| Automatic grading of diabetic retinopathy on a public database L Seoud, J Chelbi, F Cheriet Proceedings of the Ophthalmic Medical Image Analysis International Workshop …, 2015 | 52 | 2015 |
| Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features L Séoud, T Faucon, T Hurtut, J Chelbi, F Cheriet, JMP Langlois 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 101-104, 2014 | 30 | 2014 |
| Non-uniform label smoothing for diabetic retinopathy grading from retinal fundus images with deep neural networks A Galdran, J Chelbi, R Kobi, J Dolz, H Lombaert, I Ben Ayed, H Chakor Translational Vision Science & Technology 9 (2), 34-34, 2020 | 17 | 2020 |
| 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 | 7 | 2019 |
| 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-Rodríguez, 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-Rodríguez, 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 |
| IDF23-0247 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, HC Dj, IB Ayed, J Dolz, ... Diabetes Research and Clinical Practice 209, 111302, 2024 | | 2024 |
| IDF23-0252 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, 111156, 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 |
| 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 | | 2023 |
| 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 | | 2023 |
| 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 |
Lama SeoudAssistant professor at Polytechnique Montréal, Computer and software engineering departmentVerified email at polymtl.ca
