Generalizable Deep Learning for the Detection of Incomplete and Complete Retinal Pigment Epithelium and Outer Retinal Atrophy: A MACUSTAR Report

Author:

de Vente Coen123,Valmaggia Philippe45,Hoyng Carel B.6,Holz Frank G.7,Islam Mohammad M.12,Klaver Caroline C. W.68,Boon Camiel J. F.910,Schmitz-Valckenberg Steffen711,Tufail Adnan12,Saßmannshausen Marlene7,Sánchez Clara I.12,

Affiliation:

1. Quantitative Healthcare Analysis (qurAI) Group, Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands

2. Amsterdam UMC location University of Amsterdam, Biomedical Engineering and Physics, Amsterdam, The Netherlands

3. Diagnostic Image Analysis Group (DIAG), Department of Radiology and Nuclear Medicine, Radboud UMC, Nijmegen, The Netherlands

4. Department of Biomedical Engineering, Universität Basel, Basel, Basel-Stadt, Switzerland

5. Institute of Molecular and Clinical Ophthalmology Basel, Basel, Basel-Stadt, Switzerland

6. Department of Ophthalmology, Radboudumc, Nijmegen, The Netherlands

7. Department of Ophthalmology and GRADE Reading Center, University Hospital Bonn, Germany

8. Ophthalmology and Epidemiology, Erasmus MC, Rotterdam, The Netherlands

9. Department of Ophthalmology, Leiden University Medical Center, Leiden, The Netherlands

10. Department of Ophthalmology, Amsterdam University Medical Centers, Amsterdam, The Netherlands

11. John A. Moran Eye Center, University of Utah, Salt Lake City, UT, USA

12. Moorfields Eye Hospital NHS Foundation Trust, London, UK

Publisher

Association for Research in Vision and Ophthalmology (ARVO)

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