| A review of deep learning-based information fusion techniques for multimodal medical image classification Y Li, MEH Daho, PH Conze, R Zeghlache, H Le Boité, R Tadayoni, ... Computers in Biology and Medicine, 108635, 2024 | 28 | 2024 |
| DISCOVER: 2-D multiview summarization of Optical Coherence Tomography Angiography for automatic diabetic retinopathy diagnosis MEH Daho, Y Li, R Zeghlache, H Le Boité, P Deman, L Borderie, H Ren, ... Artificial Intelligence in Medicine 149, 102803, 2024 | 9 | 2024 |
| Improved automatic diabetic retinopathy severity classification using deep multimodal fusion of UWF-CFP and OCTA images M El Habib Daho, Y Li, R Zeghlache, YC Atse, H Le Boité, S Bonnin, ... International Workshop on Ophthalmic Medical Image Analysis, 11-20, 2023 | 9 | 2023 |
| Segmentation, classification, and quality assessment of UW-octa images for the diagnosis of diabetic retinopathy Y Li, R Zeghlache, I Brahim, H Xu, Y Tan, PH Conze, M Lamard, ... MICCAI Challenge on Mitosis Domain Generalization, 146-160, 2022 | 9 | 2022 |
| Detection of diabetic retinopathy using longitudinal self-supervised learning R Zeghlache, PH Conze, MEH Daho, R Tadayoni, P Massin, B Cochener, ... International Workshop on Ophthalmic Medical Image Analysis, 43-52, 2022 | 9 | 2022 |
| Longitudinal self-supervised learning using neural ordinary differential equation R Zeghlache, PH Conze, MEH Daho, Y Li, HL Boité, R Tadayoni, ... International Workshop on PRedictive Intelligence In MEdicine, 1-13, 2023 | 6 | 2023 |
| Hybrid fusion of high-resolution and ultra-widefield OCTA acquisitions for the automatic diagnosis of diabetic retinopathy Y Li, M El Habib Daho, PH Conze, R Zeghlache, H Le Boité, S Bonnin, ... Diagnostics 13 (17), 2770, 2023 | 6 | 2023 |
| Lmt: Longitudinal mixing training, a framework to predict disease progression from a single image R Zeghlache, PH Conze, MEH Daho, Y Li, H Le Boité, R Tadayoni, ... International Workshop on Machine Learning in Medical Imaging, 22-32, 2023 | 5 | 2023 |
| Driver vigilance estimation with Bayesian LSTM Auto-encoder and XGBoost using EEG/EOG data R Zeghlache, MA Labiod, A Mellouk IFAC-PapersOnLine 55 (8), 89-94, 2022 | 3 | 2022 |
| Time-aware deep models for predicting diabetic retinopathy progression R zeghlache, P Conze, MELH DAHO, Y LI, I Brahim, H Le Boité, P Massin, ... Investigative Ophthalmology & Visual Science 64 (8), 246-246, 2023 | 2 | 2023 |
| 3-D analysis of multiple OCTA acquisitions for the automatic diagnosis of diabetic retinopathy Y LI, MELH DAHO, P Conze, R Zeghlache, H Ren, C Lepicard, P Deman, ... Investigative Ophthalmology & Visual Science 64 (8), 279-279, 2023 | 2 | 2023 |
| LaTiM: Longitudinal representation learning in continuous-time models to predict disease progression R Zeghlache, PH Conze, M El Habib Daho, Y Li, H Le Boité, R Tadayoni, ... International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 1 | 2024 |
| Cross-Device AI Fusion: Enhancing Diabetic Retinopathy Diagnosis with Combined Clarus and Optos Images MELH DAHO, Y Li, R Zeghlache, A Rezaei, H Le Boité, A Couturier, ... Investigative Ophthalmology & Visual Science 65 (7), 5630-5630, 2024 | 1 | 2024 |
| L-MAE: Longitudinal masked auto-encoder with time and severity-aware encoding for diabetic retinopathy progression prediction R Zeghlache, PH Conze, MEH Daho, Y Li, A Rezaei, H Le Boité, ... Computers in Biology and Medicine 185, 109508, 2025 | | 2025 |
| Sjögren's Syndrome Diagnosis Using Dry Eye Clinical Data using Deep Learning M Lamard, AA Benyoussef, R Zeghlache, D Cornec, I Brahim Investigative Ophthalmology & Visual Science 65 (7), 5727-5727, 2024 | | 2024 |
| AB0800 DIAGNOSING SJOGREN’S SYNDROME: A MULTI-MODAL DEEP LEARNING APPROACH WITH HISTOPATHOLOGIC IMAGES AND CLINICAL DATA I Brahim, A Uguen, R Zeghlache, V Devauchelle-Pensec, D Cornec Annals of the Rheumatic Diseases 83, 1694, 2024 | | 2024 |
| Performance of two ultra-widefield retinal imaging systems for the automatic diagnosis of diabetic retinopathy MELH DAHO, R Zeghlache, Y LI, H Le Boité, S Bonnin, S Magazzeni, ... Investigative Ophthalmology & Visual Science 64 (8), 251-251, 2023 | | 2023 |
| Automated Multimodal Severity Assessment of Diabetic Retinopathy Using Ultra-Widefield Color Fundus Photography and Clinical Tabular Data A Rezaei, R Zeghlache, PH Conze, C Lepicard, P Deman, L Borderie, ... Available at SSRN 5143621, 0 | | |