| Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration—the PINNACLE trial protocol J Sutton, MJ Menten, S Riedl, H Bogunović, O Leingang, P Anders, ... Eye 37 (6), 1275-1283, 2023 | 30 | 2023 |
| Validation of an automated fluid algorithm on real-world data of neovascular age-related macular degeneration over five years BS Gerendas, A Sadeghipour, M Michl, F Goldbach, G Mylonas, A Gruber, ... Retina 42 (9), 1673-1682, 2022 | 18 | 2022 |
| Convergence of an implicit Euler Galerkin scheme for Poisson–Maxwell–Stefan systems A Jüngel, O Leingang Advances in Computational Mathematics 45, 1469-1498, 2019 | 16 | 2019 |
| Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5) O Leingang, S Riedl, J Mai, GS Reiter, G Faustmann, P Fuchs, ... Scientific reports 13 (1), 19545, 2023 | 15 | 2023 |
| Progression dynamics of early versus later stage atrophic lesions in nonneovascular age-related macular degeneration using quantitative OCT biomarker segmentation LM Coulibaly, GS Reiter, P Fuchs, D Lachinov, O Leingang, WD Vogl, ... Ophthalmology Retina 7 (9), 762-770, 2023 | 13 | 2023 |
| Metadata-enhanced contrastive learning from retinal optical coherence tomography images R Holland, O Leingang, H Bogunović, S Riedl, L Fritsche, T Prevost, ... Medical Image Analysis 97, 103296, 2024 | 10 | 2024 |
| Approved AI-based fluid monitoring to identify morphological and functional treatment outcomes in neovascular age-related macular degeneration in real-world routine V Mares, UM Schmidt-Erfurth, O Leingang, P Fuchs, MB Nehemy, ... British Journal of Ophthalmology 108 (7), 971-977, 2024 | 9 | 2024 |
| Exploring healthy retinal aging with deep learning MJ Menten, R Holland, O Leingang, H Bogunović, AM Hagag, R Kaye, ... Ophthalmology Science 3 (3), 100294, 2023 | 8 | 2023 |
| Vanishing cross-diffusion limit in a Keller–Segel system with additional cross-diffusion A Jüngel, O Leingang, S Wang Nonlinear Analysis 192, 111698, 2020 | 6 | 2020 |
| Long-term effect of fluid volumes during the maintenance phase in neovascular age-related macular degeneration: results from Fight Retinal Blindness! GS Reiter, V Mares, O Leingang, P Fuchs, H Bogunovic, D Barthelmes, ... Canadian Journal of Ophthalmology 59 (5), 350-357, 2024 | 5 | 2024 |
| Influence of drusenoid pigment epithelial detachments on the progression of age-related macular degeneration and visual acuity M Hollaus, J Iby, J Brugger, O Leingang, GS Reiter, U Schmidt-Erfurth, ... Canadian Journal of Ophthalmology 59 (6), 417-423, 2024 | 4 | 2024 |
| 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs T Emre, A Chakravarty, A Rivail, D Lachinov, O Leingang, S Riedl, J Mai, ... IEEE Transactions on Medical Imaging, 2024 | 4 | 2024 |
| Morph-SSL: self-supervision with longitudinal morphing for forecasting AMD progression from OCT volumes A Chakravarty, T Emre, O Leingang, S Riedl, J Mai, HPN Scholl, ... IEEE transactions on medical imaging, 2024 | 4 | 2024 |
| Self-supervised pretraining enables deep learning-based classification of AMD with fewer annotations R Holland, MJ Menten, O Leingang, H Bogunovic, AM Hagag, R Kaye, ... Investigative Ophthalmology & Visual Science 63 (7), 3004–F0274-3004–F0274, 2022 | 4 | 2022 |
| Deep Learning–Based Clustering of OCT Images for Biomarker Discovery in Age-Related Macular Degeneration (PINNACLE Study Report 4) R Holland, R Kaye, AM Hagag, O Leingang, TRP Taylor, H Bogunović, ... Ophthalmology Science 4 (6), 100543, 2024 | 3 | 2024 |
| Progression dynamics of early versus later-stage atrophic lesions in non-neovascular AMD using quantitative OCT biomarker segmentation. LM Coulibaly, GS Reiter, P Fuchs, D Lachinov, O Leingang, WD Vogl, ... Ophthalmology. Retina, S2468-6530 (23) 00202, 2023 | 3 | 2023 |
| Blow-up of solutions to semi-discrete parabolic-elliptic Keller-Segel models A Jüngel, O Leingang arXiv preprint arXiv:1709.03931, 2017 | 3 | 2017 |
| Clustering disease trajectories in contrastive feature space for biomarker proposal in age-related macular degeneration R Holland, O Leingang, C Holmes, P Anders, R Kaye, S Riedl, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 2 | 2023 |
| Clustering disease trajectories in contrastive feature space for biomarker discovery in age-related macular degeneration R Holland, O Leingang, C Holmes, P Anders, R Kaye, S Riedl, ... arXiv preprint arXiv:2301.04525, 2023 | 2 | 2023 |
| Advances in photoreceptor and retinal pigment epithelium quantifications in intermediate AMD: high-res versus standard SPECTRALIS OCT S Frank, GS Reiter, O Leingang, P Fuchs, LM Coulibaly, V Mares, ... Retina, 10.1097, 2022 | 2 | 2022 |
