Unsupervised anomaly detection with generative adversarial networks to guide marker discovery T Schlegl, P Seeböck, SM Waldstein, U Schmidt-Erfurth, G Langs International conference on information processing in medical imaging, 146-157, 2017 | 2750 | 2017 |
f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks T Schlegl, P Seeböck, SM Waldstein, G Langs, U Schmidt-Erfurth Medical image analysis 54, 30-44, 2019 | 1186 | 2019 |
Artificial intelligence in retina U Schmidt-Erfurth, A Sadeghipour, BS Gerendas, SM Waldstein, ... Progress in retinal and eye research 67, 1-29, 2018 | 640 | 2018 |
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 | 510 | 2018 |
A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration U Schmidt-Erfurth, SM Waldstein Progress in retinal and eye research 50, 1-24, 2016 | 366 | 2016 |
Pigment Epithelial Detachment Followed by Retinal Cystoid Degeneration Leads to Vision Loss in Treatment of Neovascular Age-Related Macular Degeneration U Schmidt-Erfurth, SM Waldstein, GG Deak, M Kundi, C Simader Ophthalmology 122 (4), 822-832, 2015 | 205 | 2015 |
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 | 202 | 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 | 200 | 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 | 195 | 2018 |
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 | 171 | 2017 |
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, 2016 | 171 | 2016 |
Morphology and visual acuity in aflibercept and ranibizumab therapy for neovascular age-related macular degeneration in the VIEW trials SM Waldstein, C Simader, G Staurenghi, NV Chong, P Mitchell, GJ Jaffe, ... Ophthalmology 123 (7), 1521-1529, 2016 | 160 | 2016 |
Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks T Schlegl, SM Waldstein, WD Vogl, U Schmidt-Erfurth, G Langs Information Processing in Medical Imaging, 437-448, 2015 | 156 | 2015 |
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 | 152 | 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 | 128 | 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 | 128 | 2017 |
Sustained benefits of Ranibizumab with or without laser in branch retinal vein occlusion: 24-month results of the BRIGHTER study R Tadayoni, SM Waldstein, F Boscia, H Gerding, M Gekkieva, E Barnes, ... Ophthalmology 124 (12), 1778-1787, 2017 | 118 | 2017 |
Predictive Value of Retinal Morphology for Visual Acuity Outcomes of Different Ranibizumab Treatment Regimens for Neovascular AMD SM Waldstein, J Wright, J Warburton, P Margaron, C Simader, ... Ophthalmology 123 (1), 60-69, 2016 | 113 | 2016 |
Correlation of 3-dimensionally quantified intraretinal and subretinal fluid with visual acuity in neovascular age-related macular degeneration SM Waldstein, AM Philip, R Leitner, C Simader, G Langs, BS Gerendas, ... JAMA ophthalmology 134 (2), 182-190, 2016 | 110 | 2016 |
Individualized Stabilization Criteria–Driven Ranibizumab versus Laser in Branch Retinal Vein Occlusion: Six-Month Results of BRIGHTER R Tadayoni, SM Waldstein, F Boscia, H Gerding, I Pearce, S Priglinger, ... Ophthalmology 123 (6), 1332-1344, 2016 | 107 | 2016 |