Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning
Schlegl, Thomas, Waldstein, Sebastian M., Bogunovic, Hrvoje, Endstraßer, Franz, Sadeghipour, Amir, Philip, Ana-Maria, Podkowinski, Dominika, Gerendas, Bianca S., Langs, Georg, Schmidt-Erfurth, Ursula
Published in Ophthalmology (Rochester, Minn.) (01.04.2018)
Published in Ophthalmology (Rochester, Minn.) (01.04.2018)
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Journal Article
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
Seebock, Philipp, Orlando, Jose Ignacio, Schlegl, Thomas, Waldstein, Sebastian M., Bogunovic, Hrvoje, Klimscha, Sophie, Langs, Georg, Schmidt-Erfurth, Ursula
Published in IEEE transactions on medical imaging (01.01.2020)
Published in IEEE transactions on medical imaging (01.01.2020)
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Journal Article
Pigment Epithelial Detachment Followed by Retinal Cystoid Degeneration Leads to Vision Loss in Treatment of Neovascular Age-Related Macular Degeneration
Schmidt-Erfurth, Ursula, MD, Waldstein, Sebastian M., MD, Deak, Gabor-Gyoergy, MD, Kundi, Michael, MD, PhD, Simader, Christian, MD
Published in Ophthalmology (Rochester, Minn.) (01.04.2015)
Published in Ophthalmology (Rochester, Minn.) (01.04.2015)
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Journal Article
Morphology and Visual Acuity in Aflibercept and Ranibizumab Therapy for Neovascular Age-Related Macular Degeneration in the VIEW Trials
Waldstein, Sebastian M., MD, Simader, Christian, MD, Staurenghi, Giovanni, MD, Chong, N. Victor, MD, Mitchell, Paul, MD, Jaffe, Glenn J., MD, Lu, Chengxing, PhD, Katz, Todd A., MD, Schmidt-Erfurth, Ursula, MD
Published in Ophthalmology (Rochester, Minn.) (01.07.2016)
Published in Ophthalmology (Rochester, Minn.) (01.07.2016)
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Journal Article
Predictive Value of Retinal Morphology for Visual Acuity Outcomes of Different Ranibizumab Treatment Regimens for Neovascular AMD
Waldstein, Sebastian M., MD, Wright, Jonathan, MSc, Warburton, James, MBBS, Margaron, Philippe, PhD, Simader, Christian, MD, MSc, Schmidt-Erfurth, Ursula, MD
Published in Ophthalmology (Rochester, Minn.) (2016)
Published in Ophthalmology (Rochester, Minn.) (2016)
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Journal Article
Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach
Bogunovic, Hrvoje, Waldstein, Sebastian M, Schlegl, Thomas, Langs, Georg, Sadeghipour, Amir, Liu, Xuhui, Gerendas, Bianca S, Osborne, Aaron, Schmidt-Erfurth, Ursula
Published in Investigative ophthalmology & visual science (01.06.2017)
Published in Investigative ophthalmology & visual science (01.06.2017)
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Journal Article
Predictive imaging biomarkers relevant for functional and anatomical outcomes during ranibizumab therapy of diabetic macular oedema
Gerendas, Bianca S, Prager, Sonja, Deak, Gabor, Simader, Christian, Lammer, Jan, Waldstein, Sebastian M, Guerin, Tadhg, Kundi, Michael, Schmidt-Erfurth, Ursula Margarethe
Published in British journal of ophthalmology (01.02.2018)
Published in British journal of ophthalmology (01.02.2018)
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Journal Article
Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images
Vogl, Wolf-Dieter, Waldstein, Sebastian M., Gerendas, Bianca S., Schmidt-Erfurth, Ursula, Langs, Georg
Published in IEEE transactions on medical imaging (01.09.2017)
Published in IEEE transactions on medical imaging (01.09.2017)
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Journal Article
Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography
Vogl, Wolf-Dieter, Bogunović, Hrvoje, Waldstein, Sebastian M, Riedl, Sophie, Schmidt-Erfurth, Ursula
Published in Scientific reports (11.03.2021)
Published in Scientific reports (11.03.2021)
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Journal Article
Individualized Stabilization Criteria–Driven Ranibizumab versus Laser in Branch Retinal Vein Occlusion
Tadayoni, Ramin, MD, PhD, Waldstein, Sebastian M., MD, Boscia, Francesco, MD, Gerding, Heinrich, MD, Pearce, Ian, FRCOphth, Priglinger, Siegfried, MD, Wenzel, Andreas, PhD, Barnes, Elizabeth, PhD, Gekkieva, Margarita, MD, Pilz, Stefan, PhD, Monés, Jordi, MD, PhD
Published in Ophthalmology (Rochester, Minn.) (01.06.2016)
Published in Ophthalmology (Rochester, Minn.) (01.06.2016)
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Journal Article
Influence of the Vitreomacular Interface on Outcomes of Ranibizumab Therapy in Neovascular Age-related Macular Degeneration
Mayr-Sponer, Ulrike, MD, Waldstein, Sebastian M., MD, Kundi, Michael, PhD, Ritter, Markus, MD, Golbaz, Isabelle, MD, Heiling, Ursula, Papp, Andrea, MD, PhD, Simader, Christian, MD, MSc, Schmidt-Erfurth, Ursula, MD
Published in Ophthalmology (Rochester, Minn.) (01.12.2013)
Published in Ophthalmology (Rochester, Minn.) (01.12.2013)
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Journal Article
Impact of Vitreomacular Adhesion on Ranibizumab Mono- and Combination Therapy for Neovascular Age-Related Macular Degeneration
Waldstein, Sebastian M, Ritter, Markus, Simader, Christian, Mayr-Sponer, Ulrike, Kundi, Michael, Schmidt-Erfurth, Ursula
Published in American journal of ophthalmology (01.08.2014)
Published in American journal of ophthalmology (01.08.2014)
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Journal Article
f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks
Schlegl, Thomas, Seeböck, Philipp, Waldstein, Sebastian M., Langs, Georg, Schmidt-Erfurth, Ursula
Published in Medical image analysis (01.05.2019)
Published in Medical image analysis (01.05.2019)
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Journal Article
Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning
Waldstein, Sebastian M, Montuoro, Alessio, Podkowinski, Dominika, Philip, Ana-Maria, Gerendas, Bianca S, Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula
Published in Scientific reports (07.06.2017)
Published in Scientific reports (07.06.2017)
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Journal Article
Artificial intelligence in retina
Schmidt-Erfurth, Ursula, Sadeghipour, Amir, Gerendas, Bianca S., Waldstein, Sebastian M., Bogunović, Hrvoje
Published in Progress in retinal and eye research (01.11.2018)
Published in Progress in retinal and eye research (01.11.2018)
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Journal Article
Characterization of Drusen and Hyperreflective Foci as Biomarkers for Disease Progression in Age-Related Macular Degeneration Using Artificial Intelligence in Optical Coherence Tomography
Waldstein, Sebastian M, Vogl, Wolf-Dieter, Bogunovic, Hrvoje, Sadeghipour, Amir, Riedl, Sophie, Schmidt-Erfurth, Ursula
Published in JAMA ophthalmology (01.07.2020)
Published in JAMA ophthalmology (01.07.2020)
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Journal Article
Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease
Langs, Georg, Gerendas, Bianca S., Montuoro, Alessio, Waldstein, Sebastian M., Wu, Jing, Schmidt-Erfurth, Ursula
Published in International journal of biomedical imaging (01.01.2016)
Published in International journal of biomedical imaging (01.01.2016)
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Journal Article
Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence
Schmidt-Erfurth, Ursula, Waldstein, Sebastian M, Klimscha, Sophie, Sadeghipour, Amir, Hu, Xiaofeng, Gerendas, Bianca S, Osborne, Aaron, Bogunovic, Hrvoje
Published in Investigative ophthalmology & visual science (02.07.2018)
Published in Investigative ophthalmology & visual science (02.07.2018)
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Journal Article
Multivendor Spectral-Domain Optical Coherence Tomography Dataset, Observer Annotation Performance Evaluation, and Standardized Evaluation Framework for Intraretinal Cystoid Fluid Segmentation
Schmidt-Erfurth, Ursula, Simader, Christian, Langs, Georg, Gerendas, Bianca S., Podkowinski, Dominika, Philip, Ana-Maria, Wu, Jing, Waldstein, Sebastian M.
Published in Journal of Ophthalmology (01.01.2016)
Published in Journal of Ophthalmology (01.01.2016)
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Journal Article
A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration
Schmidt-Erfurth, Ursula, Waldstein, Sebastian M.
Published in Progress in retinal and eye research (01.01.2016)
Published in Progress in retinal and eye research (01.01.2016)
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Journal Article