Login / Signup

Assessing spectral effectiveness in color fundus photography for deep learning classification of retinopathy of prematurity.

Behrouz EbrahimiDavid LeMansour AbtahiAlbert K DadzieAlfa RossiMojtaba RahimiTaeyoon SonSusan OstmoJ Peter CampbellR V Paul ChanXincheng Yao
Published in: Journal of biomedical optics (2024)
This study reveals that the classification of ROP stages can be effectively achieved using either the green or red image alone. This finding enables the exclusion of blue images, acknowledged for their increased susceptibility to light toxicity.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • machine learning
  • randomized controlled trial
  • systematic review
  • oxidative stress
  • magnetic resonance imaging