Sebastian M. Waldstein
Sebastian M. Waldstein
Geverifieerd e-mailadres voor meduniwien.ac.at - Homepage
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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
9222017
Artificial intelligence in retina
U Schmidt-Erfurth, A Sadeghipour, BS Gerendas, SM Waldstein, ...
Progress in retinal and eye research 67, 1-29, 2018
2242018
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
2052018
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
1982019
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
1752016
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
1162015
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
972015
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
832017
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
782016
Individualized ranibizumab regimen driven by stabilization criteria for central retinal vein occlusion: twelve-month results of the CRYSTAL study
M Larsen, SM Waldstein, F Boscia, H Gerding, J Monés, R Tadayoni, ...
Ophthalmology 123 (5), 1101-1111, 2016
752016
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
742018
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
722016
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
722016
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
722016
Influence of the vitreomacular interface on outcomes of ranibizumab therapy in neovascular age-related macular degeneration
U Mayr-Sponer, SM Waldstein, M Kundi, M Ritter, I Golbaz, U Heiling, ...
Ophthalmology 120 (12), 2620-2629, 2013
712013
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
702018
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
662016
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
652014
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
612016
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
602017
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Artikelen 1–20