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Deep segmentation of OCTA for evaluation and association of changes of retinal microvasculature with Alzheimer's disease and mild cognitive impairment.

Jianyang XieQuan-Yong YiYufei WuYalin ZhengYonghuai LiuAntonella MacerolloHuazhu FuYanwu XuJiong ZhangArdhendu BeheraChenlei FanAlejandro F FrangiJiang LiuQinkang LuHong QiYitian Zhao
Published in: The British journal of ophthalmology (2023)
Our study demonstrates the applicability of OCTA for the diagnosis of AD and MCI, and provides a standard tool for future clinical service and research. Biomarkers from retinal OCTA images can provide useful information for clinical decision-making and diagnosis of AD and MCI.
Keyphrases
  • mild cognitive impairment
  • cognitive decline
  • optical coherence tomography
  • decision making
  • deep learning
  • diabetic retinopathy
  • convolutional neural network
  • healthcare
  • mental health
  • optic nerve