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List of works by Sebastian M Waldstein

A novel benchmark model for intelligent annotation of spectral-domain optical coherence tomography scans using the example of cyst annotation

scientific article

A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration.

scientific article published on 22 August 2015

Artificial intelligence in retina

scientific article published on 01 August 2018

Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease

scientific article published on 31 August 2016

Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning

scientific article published on 27 March 2020

Choroidal Line Scan Measurements in Swept-Source Optical Coherence Tomography as Surrogates for Volumetric Thickness Assessment

scientific article published in February 2016

Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation

scientific article published on 14 January 2016

Computational image analysis for prognosis determination in DME.

scientific article published on 19 April 2017

Correction: Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration—the PINNACLE trial protocol

scientific article published in 2022

Correlation of 3-Dimensionally Quantified Intraretinal and Subretinal Fluid With Visual Acuity in Neovascular Age-Related Macular Degeneration

scientific article published on 10 December 2015

Effect of posterior vitreous detachment on treat-and-extend versus monthly ranibizumab for neovascular age-related macular degeneration

scientific article published on 28 September 2019

Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning

scientific article

Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

scientific article published on 31 May 2019

Impact of B-Scan Averaging on Spectralis Optical Coherence Tomography Image Quality before and after Cataract Surgery

scientific article

Impact of vitreomacular adhesion on ranibizumab mono- and combination therapy for neovascular age-related macular degeneration

scientific article published on 02 May 2014

Individualized Ranibizumab Regimen Driven by Stabilization Criteria for Central Retinal Vein Occlusion: Twelve-Month Results of the CRYSTAL Study

scientific article published on 17 February 2016

Individualized Stabilization Criteria-Driven Ranibizumab versus Laser in Branch Retinal Vein Occlusion: Six-Month Results of BRIGHTER.

scientific article

Influence of the vitreomacular interface on outcomes of ranibizumab therapy in neovascular age-related macular degeneration.

scientific article published on 16 July 2013

Influence of vitreomacular adhesion on the development of exudative age-related macular degeneration: 4-year results of a longitudinal study

scientific article published on 01 March 2012

Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context.

scientific article

Morphology and Visual Acuity in Aflibercept and Ranibizumab Therapy for Neovascular Age-Related Macular Degeneration in the VIEW Trials.

scientific article published on 4 May 2016

Motion artefact correction in retinal optical coherence tomography using local symmetry

scientific article published in 2014

Multivendor Spectral-Domain Optical Coherence Tomography Dataset, Observer Annotation Performance Evaluation, and Standardized Evaluation Framework for Intraretinal Cystoid Fluid Segmentation

scientific article published on 04 August 2016

Pigment epithelial detachment followed by retinal cystoid degeneration leads to vision loss in treatment of neovascular age-related macular degeneration

scientific article

Predictive Value of Retinal Morphology for Visual Acuity Outcomes of Different Ranibizumab Treatment Regimens for Neovascular AMD.

scientific article

Quantitative comparison of macular segmentation performance using identical retinal regions across multiple spectral-domain optical coherence tomography instruments

scientific article

Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning

scientific article published on 31 July 2020

Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data

article

f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks

scientific article published on 31 January 2019

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