Automated identification and quantification of activated dendritic cells in central cornea using artificial intelligence.

Journal: The ocular surface
PMID:

Abstract

PURPOSE: To validate an algorithm quantifying activated dendritic cells (aDCs) using in-vivo confocal microscopy (IVCM) images.

Authors

  • Harry Levine
    Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL; and.
  • Arianna Tovar
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA.
  • Adam K Cohen
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA.
  • Kimberly Cabrera
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA.
  • Elyana Locatelli
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA.
  • Anat Galor
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA.
  • William Feuer
    Bascom Palmer Eye institute, Miller School of Medicine, University of Miami, Miami.
  • Robert O'Brien
    Department of Data Science, University of Mississippi Medical Center, Jackson, Miss.
  • Brian E Goldhagen
    Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, FL, 33136, USA; Miami Veterans Administration Medical Center, 1201 NW 16th St, Miami, FL, 33125, USA. Electronic address: brian.goldhagen@gmail.com.