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Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy.

Hidenori TakahashiHironobu TampoYusuke AraiYuji InoueHidetoshi Kawashima
Published in: PloS one (2017)
We propose a novel AI disease-staging system for grading diabetic retinopathy that involves a retinal area not typically visualized on fundoscopy and another AI that directly suggests treatments and determines prognoses.
Keyphrases
  • diabetic retinopathy
  • artificial intelligence
  • deep learning
  • optical coherence tomography
  • machine learning
  • lymph node
  • big data
  • pet ct
  • convolutional neural network