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Deep learning model to predict visual field in central 10° from optical coherence tomography measurement in glaucoma.

Yohei HashimotoRyo AsaokaTaichi KiwakiHiroki SugiuraShotaro AsanoHiroshi MurataYuri FujinoMasato MatsuuraAtsuya MikiKazuhiko MoriYoko IkedaTakashi KanamotoJunkichi YamagamiKenji InoueMasaki TanitoKenji Yamanishi
Published in: The British journal of ophthalmology (2020)
DL model showed considerably accurate prediction of HFA 10-2 VF from SD-OCT.
Keyphrases
  • optical coherence tomography
  • deep learning
  • optic nerve
  • diabetic retinopathy
  • machine learning
  • artificial intelligence
  • convolutional neural network