Foundation model-driven distributed learning for enhanced retinal age prediction
The capacity of this framework to integrate data from underrepresented populations for training of retinal age prediction models could significantly enhance the accessibility of the RAG as an important disease biomarker.
Authors
- Raissa Souza (ORCID: https://orcid.org/0000-0002-7455-3383)
- Nils D. Forkert (ORCID: https://orcid.org/0000-0003-2556-3224)
- Christopher Sivert Nielsen (ORCID: https://orcid.org/0000-0003-0678-331X)
- Matthias Wilms
Institutions
- University of Calgary (CA)
- Alberta Children's Hospital (CA)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2024-09-03
- DOI
- https://doi.org/10.1093/jamia/ocae220
- Citations
- 6
- Primary Topic
- Retinal Imaging and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 2.43
Funders
- Canada Research Chairs