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A deep learning approach to explore the association of age-related macular degeneration polygenic risk score with retinal optical coherence tomography: A preliminary study.

Adam SendeckiDaniel J LedwońJulia NyczAnna WąsowskaAnna Boguszewska-ChachulskaAndrzej Waldemar MitasEdward WylegalaSławomir Jan Teper
Published in: Acta ophthalmologica (2024)
The developed method allows an efficient PRS estimation from OCT images. A new technique for analysing the association of OCT images with PRS of AMD, using a deep learning approach, may provide an opportunity to discover new associations between genotype-based AMD risk and retinal morphology.
Keyphrases
  • optical coherence tomography
  • deep learning
  • age related macular degeneration
  • diabetic retinopathy
  • convolutional neural network
  • optic nerve
  • artificial intelligence