2017

Machine learning to analyze the prognostic value of current imaging biomarkers in neovascular age-related macular degeneration
Schmidt-Erfurth U, Bogunovic H, Sadeghipour A, Schlegl T, Langs G, Gerendas BS, Osborne A, Waldstein SM
2017 Ophthalmology Retina (Accepted).



Predictive imaging biomarkers relevant for functional and anatomical outcomes during ranibizumab therapy of diabetic macular edema
Gerendas BS, Simader C, Deak GG, Prager S, Lammer J, Waldstein SM, Kundi M, Schmidt-Erfurth U
2017 BJO (Accepted).



Spatial correspondence between intraretinal fluid, subretinal fluid and pigment epithelial detachment in neovascular age-related macular degeneration

Klimscha S, Waldstein SM, Schlegl T, Bogunovic H, Sadeghipour A, Philip A-M, Podkowinski D, Pablik E, Zhang L, Abramoff MD, Sonka M, Gerendas BS, Schmidt-Erfurth U
2017 Invest Ophthalmol Vis Sci (Accepted).



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

Vogl WD, Waldstein SM, Gerendas BS, Schlegl T, Langs G, Schmidt-Erfurth U
2017 Invest Ophthalmol Vis Sci (Accepted).



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

Vogl WD, Waldstein SM, Gerendas BS, Schmidt-Erfurth U, Langs G
2017 IEEE Transactions on Medical Imaging.



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

Montuoro A, Waldstein SM, Gerendas BS, Schmidt-Erfurth U, Bogunovi? H
2017 Biomed Opt Express.



Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach
Bogunovic H, Waldstein SM, Schlegl T, Langs G, Sadeghipour A, Liu X, Gerendas BS, Osborne A, Schmidt-Erfurth U
2017 Invest Ophthalmol Vis Sci.



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

Podkowinski D, Sharian Varnousfaderani E, Simader C, Bogunovic H, Philip AM, Gerendas BS, Schmidt-Erfurth U, Waldstein SM
2017 J Ophthalmol.



Evaluating the impact of vitreomacular adhesion on antiangiogenic therapy for retinal vein occlusion using fully automated computational image analysis

Waldstein SM, Montuoro A, Podkowinski D, Philip A-M, Gerendas BS, Bogunovic H, Schmidt-Erfurth U
2017 Sci Rep.



Computational image analysis for prognosis determination in DME

Gerendas BS, Bogunovic H, Sadeghipour A, Schlegl T, Langs G, Waldstein SM, Schmidt-Erfurth U
2017 Vision Res



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

Breger A, Ehler M, Bogunovic H, Waldstein SM, Philip A-M, Schmidt-Erfurth U, Gerendas BS
2017 Eye (Lond).



Guidelines for the management of diabetic macular edema by the European Society of Retina Specialists (EURETINA)

Schmidt-Erfurth U, Garcia-Arumi J, Bandello F, Berg K, Chakravarthy U, Gerendas BS, Jonas J, Larsen M, Tadayoni R, Loewenstein A
2017 Ophthalmologica.



Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery

Schlegl T, Seeböck P, Waldstein SM, Schmidt-Erfurth U, Langs G
2017 Inf Process Med Imaging.


 

 

2016

A view of the current and future role of optical coherence tomography in the management of age-related macular degeneration
Schmidt-Erfurth U, Klimscha S, Waldstein SM, Bogunovic H
2016 Eye (Lond).


 

Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease
Wu J, Waldstein SM, Montuoro A, Gerendas BS, Langs G, Schmidt-Erfurth U
2016 Int J Biomed Imaging


 

Multivendor Spectral-Domain Optical Coherence Tomography Dataset, Observer Annotation Performance Evaluation, and Standardized Evaluation Framework for Intraretinal Cystoid Fluid Segmentation
Wu J, Philip AM, Podkowinski D, Gerendas BS, Langs G, Simader C, Waldstein SM, Schmidt-Erfurth UM
2016 J Ophthalmol


 

A novel benchmark model for intelligent annotation of spectral-domain optical coherence tomography scans using the example of cyst annotation
Shahrian Varnousfaderani E, Wu J, Vogl WD, Philip AM, Montuoro A, Leitner R, Simader C, Waldstein SM, Gerendas BS, Schmidt-Erfurth U
2016 Comput Methods Programs Biomed



Correlation of 3-Dimensionally Quantified Intraretinal and Subretinal Fluid With Visual Acuity in Neovascular Age-Related Macular Degeneration
Waldstein SM, Philip AM, Leitner R, Simader C, Langs G, Gerendas BS, Schmidt-Erfurth U
2016 JAMA Ophthalmology



Choroidal Line Scan Measurements in Swept-Source Optical Coherence Tomography as Surrogates for Volumetric Thickness Assessment
Gerendas BS, Hecht A, Kundi M, Waldstein SM,  Deak G, Simader C, Montuoro A, Schmidt-Erfurth U, Funk M
2016 AJO



A paradigm shift in imaging biomarkers in neovascular age-related macular degeneration
Schmidt-Erfurth U, Waldstein SM
2016 PRER



Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation
Philip AM, Gerendas BS, Zhang L, Faatz H, Podkowinski D, Bogunovic H, Abramoff MD, Hagmann M, Leitner R, Simader C, Sonka M, Waldstein SM, Schmidt-Erfurth U
2016 BJO



Predictive Value of Retinal Morphology for Visual Acuity Outcomes of Different Ranibizumab Treatment Regimens for Neovascular AMD
Waldstein SM, Wright J, Warburton J, Margaron P, Simader C, Schmidt-Erfurth U
2016 Ophthalmology




2015

Spatio-Temporal Signatures to Predict Retinal Disease Recurrence
Vogl WD, Waldstein SM, Gerendas BS, Simader C, Glodan A, Podkowinski D, Schmidt-Erfurth U, Langs G
2015 IPMI (Oral)



Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks

Schlegl T, Waldstein SM, Vogl WD, Schmidt-Erfurth U, Langs G
2015 IPMI (Poster)



Automated Retinal Fovea Type Distinction in Spectral-domain Optical Coherence Tomography of Retinal Vein Occlusion

Wu J, Waldstein SM, Gerendas BS, Langs G, Simader C, Schmidt-Erfurth U
2015 SPIE (Poster)



Rotation Invariant Eigenvessels and Auto-context for Retinal Vessel Detection
Montuoro A, Simader C, Langs G, Schmidt-Erfurth U
2015 SPIE (Oral)



Quantitative comparison of macular segmentation performance using identical retinal regions across multiple spectral-domain optical coherence tomography instruments
Waldstein SM, Gerendas BS, Montuoro A, Simader C, Schmidt-Erfurth U
2015 BJO



Pigment epithelial detachment followed by retinal cystoid degeneration leads to vision loss in treatment of neovascular age-related macular degeneration
Schmidt-Erfurth U, Waldstein SM, Deak GG, Kundi M, Simader C
2015 Ophthalmology



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

Waldstein SM, Faatz H, Szimacsek M, Glodan AM, Podkowinski D, Montuoro A, Simader C, Gerendas BS,  Schmidt-Erfurth U
2015 Eye 


 

 

 

2014

Motion Artefact Correction in Retinal Optical Coherence Tomography using Local Symmetry
Montuoro A, Wu J, Waldstein S, Gerendas G, Langs G, Simader C, Schmidt-Erfurth U
2014 MICCAI (Poster)



Stable Registration of Pathological 3D SD-OCT Scans using Retinal Vessels 

Wu J, Gerendas B, Waldstein S, Langs G, Simader C, Schmidt-Erfurth U
2014 MICCAI (Oral)



Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease
Vogl WD, Prosch H, Mueller-Mang C, Schmidt-Erfurth U, Langs G
2014 MICCAI (Poster)



Automated Vessel Shadow Segmentation of Fovea-centred Spectral-domain Images from Multiple OCT Devices
Wu J, Waldstein SM, Gerendas BS, Simader C, Schmidt-Erfurth U
2014 SPIE (Oral)



Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema
Gerendas BS, Waldstein SM, Simader C, Deak G, Hajnajeeb B, Zhang L, Bogunovic H, Abramoff MD, Kundi M, Sonka M, Schmidt-Erfurth U
2014 AJO



Impact of vitreomacular adhesion on ranibizumab mono- and combination therapy for neovascular age-related macular degeneration
Waldstein SM, Ritter M, Simader C, Mayr-Sponer U, Kundi M, Schmidt-Erfurth U
2014 AJO



A systematic correlation of morphology and function using spectral domain optical coherence tomography and microperimetry in patients with geographic atrophy
Sayegh RG, Kiss CG, Simader C, Kroisamer J, Montuoro A, Mittermüller TJ, Azhary M, Bolz M, Kreil DP, Schmidt-Erfurth U
2014 BJO



Morphologic Parameters Relevant for Visual Outcome During Anti-Angiogenic Therapy of Neovascular Age-Related Macular Degeneration
Simader C, Ritter M, Bolz M, Deák GG, Mayr-Sponer U, Golbaz I, Kundi M, Schmidt-Erfurth U
2014 Ophthalmology



Influence of orthostasis and daytime on retinal thickness in uveitis-associated cystoid macular edema
Munk MR, Kiss CG, Ekmekcioglu C, Huf W, Sulzbacher F, Gerendas B, Simader C, Schmidt-Erfurth U
2014 Curr Eye Res



2013

Influence of the vitreomacular interface on outcomes of ranibizumab therapy in neovascular age-related macular degeneration
Mayr-Sponer U, Waldstein SM, Kundi M, Ritter M, Golbaz I, Heiling U, Papp A, Simader C, Schmidt-Erfurth U
2013 Ophthalmology