Login / Signup

Convolutional neural network-based classification of glaucoma using optic radiation tissue properties.

John A KruperAdam Richie-HalfordNoah C BensonSendy CaffarraJulia OwenYue WuCatherine A EganAaron Y LeeCecilia Sungmin LeeJason D YeatmanAriel Rokemnull null
Published in: Communications medicine (2024)
Our findings indicate a distinct and potentially non-linear signature of glaucoma in the tissue properties of optic radiations. This study enhances our understanding of how glaucoma affects brain tissue and opens avenues for further research into how diseases that affect sensory input may also affect brain aging.
Keyphrases
  • optic nerve
  • convolutional neural network
  • deep learning
  • white matter
  • optical coherence tomography
  • machine learning
  • multiple sclerosis
  • brain injury