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Foundation model-driven distributed learning for enhanced retinal age prediction.

Christopher NielsenRaissa SouzaMatthias WilmsNils Daniel Forkert
Published in: Journal of the American Medical Informatics Association : JAMIA (2024)
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.
Keyphrases
  • optical coherence tomography
  • diabetic retinopathy
  • optic nerve
  • electronic health record
  • big data
  • machine learning
  • neural network
  • artificial intelligence