Predicting semantic descriptions from medical images with convolutional neural networks T Schlegl, SM Waldstein, WD Vogl, U Schmidt-Erfurth, G Langs International Conference on Information Processing in Medical Imaging, 437-448, 2015 | 166 | 2015 |
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 | 165 | 2020 |
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 | 143 | 2020 |
The effect of pegcetacoplan treatment on photoreceptor maintenance in geographic atrophy monitored by artificial intelligence–based OCT analysis S Riedl, WD Vogl, J Mai, GS Reiter, D Lachinov, C Grechenig, ... Ophthalmology Retina 6 (11), 1009-1018, 2022 | 76 | 2022 |
AI-based monitoring of retinal fluid in disease activity and under therapy U Schmidt-Erfurth, GS Reiter, S Riedl, P Seeböck, WD Vogl, BA Blodi, ... Progress in retinal and eye research 86, 100972, 2022 | 70 | 2022 |
Quantification of fluid resolution and visual acuity gain in patients with diabetic macular edema using deep learning: a post hoc analysis of a randomized clinical trial PK Roberts, WD Vogl, BS Gerendas, AR Glassman, H Bogunovic, ... JAMA ophthalmology 138 (9), 945-953, 2020 | 70 | 2020 |
Predicting topographic disease progression and treatment response of pegcetacoplan in geographic atrophy quantified by deep learning WD Vogl, S Riedl, J Mai, GS Reiter, D Lachinov, H Bogunović, ... Ophthalmology Retina 7 (1), 4-13, 2023 | 60 | 2023 |
Analysis of fluid volume and its impact on visual acuity in the fluid study as quantified with deep learning GS Reiter, C Grechenig, WD Vogl, RH Guymer, JJ Arnold, H Bogunovic, ... Retina 41 (6), 1318-1328, 2021 | 49 | 2021 |
Predicting macular edema recurrence from spatio-temporal signatures in optical coherence tomography images WD Vogl, SM Waldstein, BS Gerendas, U Schmidt-Erfurth, G Langs IEEE transactions on medical imaging 36 (9), 1773-1783, 2017 | 45 | 2017 |
Introduction of an automated user–independent quantitative volumetric magnetic resonance imaging breast density measurement system using the Dixon sequence: Comparison with … GJ Wengert, TH Helbich, WD Vogl, P Baltzer, G Langs, M Weber, ... Investigative radiology 50 (2), 73-80, 2015 | 42 | 2015 |
Analyzing and predicting visual acuity outcomes of anti-VEGF therapy by a longitudinal mixed effects model of imaging and clinical data WD Vogl, SM Waldstein, BS Gerendas, T Schlegl, G Langs, ... Investigative Ophthalmology & Visual Science 58 (10), 4173-4181, 2017 | 39 | 2017 |
Automatic segmentation and classification of breast lesions through identification of informative multiparametric PET/MRI features WD Vogl, K Pinker, TH Helbich, H Bickel, G Grabner, W Bogner, S Gruber, ... European radiology experimental 3, 1-13, 2019 | 36 | 2019 |
Three-dimensional analysis of retinal microaneurysms with adaptive optics optical coherence tomography SG Karst, M Salas, J Hafner, C Scholda, WD Vogl, W Drexler, M Pircher, ... Retina 39 (3), 465-472, 2019 | 35 | 2019 |
Impact of intra-and subretinal fluid on vision based on volume quantification in the HARBOR trial S Riedl, WD Vogl, SM Waldstein, U Schmidt-Erfurth, H Bogunović Ophthalmology Retina 6 (4), 291-297, 2022 | 34 | 2022 |
Modeling disease progression in retinal OCTs with longitudinal self-supervised learning A Rivail, U Schmidt-Erfurth, WD Vogl, SM Waldstein, S Riedl, C Grechenig, ... Predictive Intelligence in Medicine: Second International Workshop, PRIME …, 2019 | 34 | 2019 |
Inter-and intra-observer agreement of BI-RADS-based subjective visual estimation of amount of fibroglandular breast tissue with magnetic resonance imaging: comparison to … GJ Wengert, TH Helbich, R Woitek, P Kapetas, P Clauser, PA Baltzer, ... European radiology 26, 3917-3922, 2016 | 29 | 2016 |
Comparison of fundus autofluorescence versus optical coherence tomography–based evaluation of the therapeutic response to pegcetacoplan in geographic atrophy J Mai, S Riedl, GS Reiter, D Lachinov, WD Vogl, H Bogunovic, ... American Journal of Ophthalmology 244, 175-182, 2022 | 28 | 2022 |
Spatio-temporal signatures to predict retinal disease recurrence WD Vogl, SM Waldstein, BS Gerendas, C Simader, AM Glodan, ... International Conference on Information Processing in Medical Imaging, 152-163, 2015 | 27 | 2015 |
Neuroretinal atrophy following resolution of macular oedema in retinal vein occlusion D Podkowinski, AM Philip, WD Vogl, J Gamper, H Bogunovic, ... British Journal of Ophthalmology 103 (1), 36-42, 2019 | 25 | 2019 |
Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography WD Vogl, H Bogunović, SM Waldstein, S Riedl, U Schmidt-Erfurth Scientific reports 11 (1), 5743, 2021 | 24 | 2021 |