Deep Learning‐Based Detection of Reticular Pseudodrusen in Age‐Related Macular Degeneration
We present a DL model for automatic detection of RPD with expert-level performance, which could be used to support the clinical management of AMD. This model has been made publicly available to facilitate future research to understand this critical, yet enigmatic, AMD phenotype.
Authors
- Roy Schwartz (ORCID: https://orcid.org/0000-0003-3487-5713)
- Brendan R. E. Ansell (ORCID: https://orcid.org/0000-0003-0297-897X)
- Adnan Tufail (ORCID: https://orcid.org/0000-0001-6131-7640)
- Himeesh Kumar (ORCID: https://orcid.org/0000-0001-9169-5335)
- Yelena Bagdasarova
- Amy Cohn (ORCID: https://orcid.org/0000-0003-3572-6760)
- Aaron Lee (ORCID: https://orcid.org/0000-0002-7452-1648)
- Xavier Hadoux (ORCID: https://orcid.org/0000-0002-4524-3706)
- Doron G. Hickey (ORCID: https://orcid.org/0000-0002-3711-5595)
- Alice Pébay (ORCID: https://orcid.org/0000-0002-7408-9453)
- Erica L. Fletcher (ORCID: https://orcid.org/0000-0001-9412-9523)
- Ruth Hogg (ORCID: https://orcid.org/0000-0001-9413-2669)
- Robyn H. Guymer (ORCID: https://orcid.org/0000-0002-9441-4356)
- Peter van Wijngaarden (ORCID: https://orcid.org/0000-0002-8800-7834)
- Louis Arnould (ORCID: https://orcid.org/0000-0001-7831-8818)
- Melanie Bahlo (ORCID: https://orcid.org/0000-0001-5132-0774)
- Pierre‐Henry Gabrielle (ORCID: https://orcid.org/0000-0002-9688-4845)
- Zhichao Wu (ORCID: https://orcid.org/0000-0002-8623-6684)
- Mali Okada (ORCID: https://orcid.org/0000-0003-3618-3980)
- Cecilia S. Lee (ORCID: https://orcid.org/0000-0003-1994-7213)
- Jan Henrik Terheyden (ORCID: https://orcid.org/0000-0002-0174-4066)
- Carla J. Abbott (ORCID: https://orcid.org/0000-0002-1432-8977)
- Robert Patrick Finger (ORCID: https://orcid.org/0000-0003-4253-7597)
- Maxime Jannaud
- Lauren Hodgson (ORCID: https://orcid.org/0000-0002-9492-3927)
- Emily Y. Chew (ORCID: https://orcid.org/0000-0003-0999-9802)
- Scott Song (ORCID: https://orcid.org/0009-0008-5861-5709)
Institutions
- Queen's University Belfast (GB)
- The Royal Melbourne Hospital (AU)
- Moorfields Eye Hospital NHS Foundation Trust (GB)
- The University of Melbourne (AU)
- Université de Bourgogne (FR)
- Walter and Eliza Hall Institute of Medical Research (AU)
- University of Washington (US)
- Heidelberg University (DE)
- University Hospital Bonn (DE)
- University Hospital Heidelberg (DE)
- Centre for Eye Research Australia (AU)
- National Eye Institute (US)
- Maison des Sciences sociales et des Humanités de Dijon (FR)
- Moorfields Eye Hospital (GB)
- University Medical Centre Mannheim (DE)
- University College London (GB)
Publication Details
- Journal
- Clinical and Experimental Ophthalmology
- Published
- 2025-09-08
- DOI
- https://doi.org/10.1111/ceo.14607
- Citations
- 5
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 6.80