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Sebastian M. Waldstein
Sebastian M. Waldstein
Ophthalmology, Landesklinikum Mistelbach-Gänserndorf
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
25952017
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
10942019
Artificial intelligence in retina
U Schmidt-Erfurth, A Sadeghipour, BS Gerendas, SM Waldstein, ...
Progress in retinal and eye research 67, 1-29, 2018
6002018
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
4862018
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
3492016
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
1992015
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
1932018
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
1892018
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
1822019
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
1672017
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
1562015
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
1532016
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
1522016
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
1422019
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
1232017
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
1172020
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
1142017
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
1102016
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
1072016
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
1022016
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