Augmenting a prognostic deep learning system for referable diabetic retinopathy and maculopathy with synthetic retinal images
Augmenting pDLS with synthetic retinal images significantly improves pDLS performance on internal testing but not external testing suggesting further research is required to enhance the generalisability of synthetic retinal image augmentation.
Institutions
- King's College London (GB)
- Guy's and St Thomas' NHS Foundation Trust (GB)
- Thomas Foundation (AU)
- Kings Health Partners (GB)
- King's College School (GB)
- King's College Hospital (GB)
Publication Details
- Journal
- Communications Medicine
- Published
- 2025-12-20
- DOI
- https://doi.org/10.1038/s43856-025-01316-5
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Diabetes UK
- King's College London
- Engineering and Physical Sciences Research Council