Publications

2020

The impact of structural OCT changes on visual function in retinal vein occlusion
Michl M, Liu X, Kaider A, Sadeghipour S, Gerendas BS, Schmidt-Erfurth U
2020 Acta Ophthalmologica


Automated quantification of macular fluid in retinal diseases and their response to anti-VEGF therapy
Michl M, Fabianska M, Seeböck P, Sadeghipour A, Haj Najeeb B, Bogunovic H, Schmidt-Erfurth U, Gerendas BS
2020 BJO


Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning
Waldstein SM, Seeböck P, Donner R, Sadeghipour A, Bogunovic H, Osborne A, Schmidt-Erfurth U
2020 Scientific Reports


Quantification of Fluid Resolution and Visual Acuity Gain in Patients With Diabetic Macular Edema Using Deep Learning
Roberts PK, Vogl W-D, Gerendas BS, Glassman AR, Bogunovic H, Jampol LM, Schmidt-Erfurth U
2020 JAMA Ophthalmology


Subretinal drusenoid deposits and photoreceptor loss detecting global and local progression of geographic atrophy by SD-OCT imaging
Reiter GS, Told R, Schranz M, Baumann L, Mylonas G, Sacu S, Pollreisz A, Schmidt-Erfurth U
2020 IOVS


End-to-end deep learning model for predicting treatment requirements in neovascular AMD from longitudinal retinal OCT imaging
Romo-Bucheli D, Schmidt-Erfurth U, Bogunovic H
2020 IEEE Journal of Biomedical and Health Informatics


Characterization of drusen and hyperreflective foci as biomarkers for disease progression in age-related macular degeneration using artificial intelligence in optical coherence tomography
Waldstein SM, Vogl WD, Bogunovic H, Sadeghipour A, Riedl S, Schmidt-Erfurth U
2020 JAMA Ophthalmology



Role of deep learning quantified hyperreflective foci for the prediction of geographic atrophy progression
Schmidt-Erfurth U, Bogunovic H, Grechenig C, Bui P, Fabianska M, Waldstein SM, Reiter GS
2020 American Journal of Ophthalmology


Automated Quantification of Photoreceptor Alteration in Macular Disease using Optical Coherence Tomography and Deep Learning

Orlando JI, Gerendas BS, Klimscha S, Grechenig C, Breger Anna, Ehler Martin, Waldstein SM, Bogunovic H, Schmidt-Erfurth U
2020 Scientific Reports


Application of Automated Quantification of Fluid Volumes to Anti-VEGF Therapy of Neovascular Age-Related Macular Degeneration
Schmidt-Erfurth U, Vogl WD, Jampol LM, Bogunovic H
2020 Ophthalmology


Reducing image variability across OCT devices with unsupervised unpaired learning for improved segmentation of retina
Romo-Bucheli D, Seeböck P, Orlando JI, Gerendas BS, Waldstein SM, Schmidt-Erfurth U, Bogunovic H
2020
Biomedical Optics Express