| Adam challenge: Detecting age-related macular degeneration from fundus images H Fang, F Li, H Fu, X Sun, X Cao, F Lin, J Son, S Kim, G Quellec, S Matta, ... IEEE transactions on medical imaging 41 (10), 2828-2847, 2022 | 56 | 2022 |
| Heart rate variability analysis using neural network models for automatic detection of lifestyle activities SC Matta, Z Sankari, S Rihana Biomedical Signal Processing and Control 42, 145-157, 2018 | 26 | 2018 |
| Towards population-independent, multi-disease detection in fundus photographs S Matta, M Lamard, PH Conze, A Le Guilcher, C Lecat, R Carette, ... Scientific Reports 13 (1), 11493, 2023 | 7 | 2023 |
| Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network S Matta, MB Hassine, C Lecat, L Borderie, A Le Guilcher, P Massin, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 6 | 2023 |
| Meta learning for anomaly detection in fundus photographs S Matta, M Lamard, PH Conze, A Le Guilcher, V Ricquebourg, ... Meta Learning With Medical Imaging and Health Informatics Applications, 301-329, 2023 | 4 | 2023 |
| Automatic screening for ocular anomalies using fundus photographs S Matta, M Lamard, PH Conze, A Le Guilcher, V Ricquebourg, ... Optometry and Vision Science 99 (3), 281-291, 2022 | 4 | 2022 |
| A Systematic Review of Generalization Research in Medical Image Classification S Matta, M Lamard, P Zhang, AL Guilcher, L Borderie, B Cochener, ... arXiv preprint arXiv:2403.12167, 2024 | 3 | 2024 |
| Domain Generalization for Multi-disease Detection in Fundus Photographs S Matta, M Lamard, L Borderie, A Le Guilcher, P Massin, JB Rottier, ... 2024 46th Annual International Conference of the IEEE Engineering in …, 2024 | | 2024 |
| Automatic disease screening in anisotropic OCT volumes P Zhang, G Quellec, S Matta, L Borderie, A Le Guilcher, B Cochener, ... Investigative Ophthalmology & Visual Science 65 (7), 3738-3738, 2024 | | 2024 |
| Evaluating RETFound for out-of-domain generalization in multi-disease detection from color fundus photographs S Matta, M Lamard, A Le Guilcher, L Borderie, P Massin, JB Rottier, ... Investigative Ophthalmology & Visual Science 65 (7), 2336-2336, 2024 | | 2024 |
| Impact of training data diversity on the generality of automated diabetic retinopathy screening in fundus photographs S Matta, M Lamard, C Lecat, L Borderie, P Massin, B Cochener, ... Investigative Ophthalmology & Visual Science 64 (8), 222-222, 2023 | | 2023 |
| Assessing generalization of an automatic diagnosis system of ocular anomalies S Matta, M Lamard, C Lecat, R Carette, F Basset, A Le Guilcher, ... Investigative Ophthalmology & Visual Science 63 (7), 2984–F0254-2984–F0254, 2022 | | 2022 |
| Development of an automatic Normal Vs Abnormal fundus photograph classifier in a diabetic retinopathy screening network S Matta, M Lamard, P Massin, G Quellec, B Cochener Investigative Ophthalmology & Visual Science 61 (7), 1651-1651, 2020 | | 2020 |
| Evaluation of an automatic screening system for detecting retinal pathologies M Lamard, JB Rottier, B Cochener, P Massin, G Quellec, SCZ Matta Investigative Ophthalmology & Visual Science 61 (7), 1640-1640, 2020 | | 2020 |
| Classification of electrocardiogram in partial epilepsy S Rihana, SC Matta 2015 International Conference on Advances in Biomedical Engineering (ICABME …, 2015 | | 2015 |
