| Artificial intelligence in retina U Schmidt-Erfurth, A Sadeghipour, BS Gerendas, SM Waldstein, ... Progress in retinal and eye research 67, 1-29, 2018 | 720 | 2018 |
| Refuge challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs JI Orlando, H Fu, JB Breda, K Van Keer, DR Bathula, A Diaz-Pinto, ... Medical image analysis 59, 101570, 2020 | 669 | 2020 |
| Fully automated detection and quantification of macular fluid in OCT using deep learning T Schlegl, SM Waldstein, H Bogunovic, F Endstraßer, A Sadeghipour, ... Ophthalmology 125 (4), 549-558, 2018 | 564 | 2018 |
| Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms M Schaap, CT Metz, T van Walsum, AG van der Giessen, AC Weustink, ... Medical image analysis 13 (5), 701-714, 2009 | 436 | 2009 |
| Why rankings of biomedical image analysis competitions should be interpreted with care L Maier-Hein, M Eisenmann, A Reinke, S Onogur, M Stankovic, P Scholz, ... Nature communications 9 (1), 5217, 2018 | 341 | 2018 |
| RETOUCH: The retinal OCT fluid detection and segmentation benchmark and challenge H Bogunović, F Venhuizen, S Klimscha, S Apostolopoulos, ... IEEE transactions on medical imaging 38 (8), 1858-1874, 2019 | 238 | 2019 |
| Prediction of individual disease conversion in early AMD using artificial intelligence U Schmidt-Erfurth, SM Waldstein, S Klimscha, A Sadeghipour, X Hu, ... Investigative ophthalmology & visual science 59 (8), 3199-3208, 2018 | 232 | 2018 |
| Machine learning to analyze the prognostic value of current imaging biomarkers in neovascular age-related macular degeneration U Schmidt-Erfurth, H Bogunovic, A Sadeghipour, T Schlegl, G Langs, ... Ophthalmology Retina 2 (1), 24-30, 2018 | 213 | 2018 |
| A view of the current and future role of optical coherence tomography in the management of age-related macular degeneration U Schmidt-Erfurth, S Klimscha, SM Waldstein, H Bogunović Eye 31 (1), 26-44, 2017 | 197 | 2017 |
| Prediction of anti-VEGF treatment requirements in neovascular AMD using a machine learning approach H Bogunović, SM Waldstein, T Schlegl, G Langs, A Sadeghipour, X Liu, ... Investigative ophthalmology & visual science 58 (7), 3240-3248, 2017 | 188 | 2017 |
| Exploiting epistemic uncertainty of anatomy segmentation for anomaly detection in retinal OCT P Seeböck, JI Orlando, T Schlegl, SM Waldstein, H Bogunović, ... IEEE transactions on medical imaging 39 (1), 87-98, 2019 | 170 | 2019 |
| Characterization of drusen and hyperreflective foci as biomarkers for disease progression in age-related macular degeneration using artificial intelligence in optical coherence … SM Waldstein, WD Vogl, H Bogunovic, A Sadeghipour, S Riedl, ... JAMA ophthalmology 138 (7), 740-747, 2020 | 161 | 2020 |
| Machine learning of the progression of intermediate age-related macular degeneration based on OCT imaging H Bogunović, A Montuoro, M Baratsits, MG Karantonis, SM Waldstein, ... Investigative ophthalmology & visual science 58 (6), BIO141-BIO150, 2017 | 146 | 2017 |
| Application of automated quantification of fluid volumes to anti–VEGF therapy of neovascular age-related macular degeneration U Schmidt-Erfurth, WD Vogl, LM Jampol, H Bogunović Ophthalmology 127 (9), 1211-1219, 2020 | 140 | 2020 |
| Unsupervised identification of disease marker candidates in retinal OCT imaging data P Seeböck, SM Waldstein, S Klimscha, H Bogunovic, T Schlegl, ... IEEE transactions on medical imaging 38 (4), 1037-1047, 2018 | 107 | 2018 |
| Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context A Montuoro, SM Waldstein, BS Gerendas, U Schmidt-Erfurth, ... Biomedical optics express 8 (3), 1874-1888, 2017 | 103 | 2017 |
| Automated segmentation of cerebral vasculature with aneurysms in 3DRA and TOF‐MRA using geodesic active regions: an evaluation study H Bogunović, JM Pozo, MC Villa‐Uriol, CBLM Majoie, R van den Berg, ... Medical physics 38 (1), 210-222, 2011 | 101 | 2011 |
| Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema BS Gerendas, SM Waldstein, C Simader, G Deak, B Hajnajeeb, L Zhang, ... American journal of ophthalmology 158 (5), 1039-1048. e1, 2014 | 95 | 2014 |
| U2-net: A bayesian u-net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological oct scans JI Orlando, P Seeböck, H Bogunović, S Klimscha, C Grechenig, ... 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 81 | 2019 |
| Anatomical labeling of the circle of willis using maximum a posteriori probability estimation H Bogunović, JM Pozo, R Cárdenes, L San Román, AF Frangi IEEE transactions on medical imaging 32 (9), 1587-1599, 2013 | 81 | 2013 |
Sebastian M. WaldsteinOphthalmology, Landesklinikum Mistelbach-GänserndorfVerified email at meduniwien.ac.at
