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Oliver Leingang
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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
312023
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
172022
Convergence of an implicit Euler Galerkin scheme for Poisson–Maxwell–Stefan systems
A Jüngel, O Leingang
Advances in Computational Mathematics 45, 1469-1498, 2019
162019
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
142023
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
132023
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
92024
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
72024
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
72023
Vanishing cross-diffusion limit in a Keller–Segel system with additional cross-diffusion
A Jüngel, O Leingang, S Wang
Nonlinear Analysis 192, 111698, 2020
62020
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
42024
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, 2024
42024
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
32024
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
32024
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
32023
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
32023
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
32022
Blow-up of solutions to semi-discrete parabolic-elliptic Keller-Segel models
A Jüngel, O Leingang
arXiv preprint arXiv:1709.03931, 2017
32017
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
22024
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
22023
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
22022
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