Deep Learning and Machine Learning Algorithms for Retinal Image Analysis in Neurodegenerative Disease: Systematic Review of Datasets and Models.

Journal: Translational vision science & technology
PMID:

Abstract

PURPOSE: Retinal images contain rich biomarker information for neurodegenerative disease. Recently, deep learning models have been used for automated neurodegenerative disease diagnosis and risk prediction using retinal images with good results.

Authors

  • Tyler Bahr
    Department of Radiological Sciences, UT Health San Antonio, San Antonio, TX, 78229, USA.
  • Truong A Vu
    University of the Incarnate Word, School of Osteopathic Medicine, San Antonio, TX, USA.
  • Jared J Tuttle
    University of Texas Health Science Center at San Antonio, Joe R. and Teresa Lozano Long School of Medicine, San Antonio, TX, USA.
  • Raymond Iezzi
    Department of Ophthalmology, Mayo Clinic, Rochester, MN, USA.