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List of works by Bianca S Gerendas

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

scientific article

Analyzing and Predicting Visual Acuity Outcomes of Anti-VEGF Therapy by a Longitudinal Mixed Effects Model of Imaging and Clinical Data.

scientific article published on August 2017

Artificial intelligence in retina

scientific article published on 01 August 2018

Association of Changes in Macular Perfusion With Ranibizumab Treatment for Diabetic Macular Edema: A Subanalysis of the RESTORE (Extension) Study.

scientific article published in March 2018

Association of microvascular biomarkers in fluorescein angiography with macrovascular-related mortality in clinical routine data

scientific article published in 2022

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

Automated quantification of macular fluid in retinal diseases and their response to anti-VEGF therapy

scientific article published on 21 October 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

Comparison of penetration depth in choroidal imaging using swept source vs spectral domain optical coherence tomography

scientific article

Computational image analysis for prognosis determination in DME.

scientific article published on 19 April 2017

Correlation between morphological characteristics in spectral-domain-optical coherence tomography, different functional tests and a patient's subjective handicap in acute central serous chorioretinopathy

scientific article published on 16 January 2018

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

Detection and analysis of hard exudates by polarization-sensitive optical coherence tomography in patients with diabetic maculopathy

scientific article published on 13 March 2014

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

Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning.

scientific article published on 8 December 2017

Ganglion cell layer thickening in well-controlled patients with type 1 diabetes: an early sign for diabetic retinopathy?

scientific article published on 25 October 2019

General and disease-specific quality of life in patients with chronic suppurative otitis media--a prospective study.

scientific article

Guidelines for the Management of Diabetic Macular Edema by the European Society of Retina Specialists (EURETINA).

scientific article

Guidelines for the Management of Retinal Vein Occlusion by the European Society of Retina Specialists (EURETINA)

scientific article published on 14 August 2019

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

scientific article

Influence of orthostasis and daytime on retinal thickness in uveitis-associated cystoid macular edema.

scientific article published on 11 November 2013

Intravitreal Fluocinolone Acetonide May Decelerate Diabetic Retinal Neurodegeneration

scientific article published on 01 May 2019

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

scientific article

Microvascular abnormalities and long-term efficacy after stereotactic radiotherapy under continued intravitreal anti-VEGF treatment for neovascular AMD

scientific article published on 21 December 2020

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

Neuroretinal atrophy following resolution of macular oedema in retinal vein occlusion

scientific article published on 06 March 2018

Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images

scientific article published on 2 May 2017

Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach.

scientific article

Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence

scientific article published on 01 July 2018

Predictive imaging biomarkers relevant for functional and anatomical outcomes during ranibizumab therapy of diabetic macular oedema

scientific article

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

scientific article

RAP study, report 1: novel subtype of macular neovascularisation type III, cilioretinal MNV3

scientific article published on 11 March 2020

Retinal Pigment Epithelial Features in Central Serous Chorioretinopathy Identified by Polarization-Sensitive Optical Coherence Tomography.

scientific article published in April 2016

Spatial Correspondence Between Intraretinal Fluid, Subretinal Fluid, and Pigment Epithelial Detachment in Neovascular Age-Related Macular Degeneration

scientific article published in August 2017

Supervised learning and dimension reduction techniques for quantification of retinal fluid in optical coherence tomography images.

scientific article published on 21 April 2017

The Distribution of Leakage on Fluorescein Angiography in Diabetic Macular Edema: A New Approach to Its Etiology

scientific article published in August 2017

The impact of structural optical coherence tomography changes on visual function in retinal vein occlusion

scientific article published on 30 September 2020

The prevalence of retinopathy in patients with type 1 diabetes treated with education-based intensified insulin therapy and its association with parameters of glucose control

scientific article published on 23 January 2019

Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema

scientific article published on 12 August 2014

Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data

article

[Screening and management of retinal diseases using digital medicine]

scientific article published on 01 September 2018

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