A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

2018558 citationsJournal Articlehybrid Open Access

Authors

Felix Graßmann · University of Regensburg

Judith Mengelkamp · OTH Regensburg

Caroline Brandl · University Hospital Regensburg

Sebastian Harsch · University of Regensburg

Martina E. Zimmermann · University Hospital Regensburg

Birgit Linkohr · Helmholtz Zentrum München

Annette Peters

Abstract

Our deep learning algoritm revealed a weighted κ outperforming human graders in the AREDS study and is suitable to classify AMD fundus images in other datasets using individuals >55 years of age.

Topics & Keywords

Retinal Imaging and Analysis Retinal Diseases and Treatments Glaucoma and retinal disorders

Publication Details

Published in: Ophthalmology

Volume 125, Issue 9, pp. 1410-1420

DOI: 10.1016/j.ophtha.2018.02.037

Field-Weighted Citation Impact: 39.68

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A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

Authors

Abstract

Topics & Keywords

Publication Details