Deep-learning based analysis of in-vivo confocal microscopy images of the subbasal corneal nerve plexus' inferior whorl in patients with neuropathic corneal pain and dry eye disease.

Abstract

Authors

• Raul E Ruiz-Lozano
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Matias Soifer
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Zane Z Zemborain
  Department of Psychology, Columbia University, New York, NY, USA.
• Nadim S Azar
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA.
• Manuel E Quiroga-Garza
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Sofia Murillo
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA.
• Symon Ma
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Seitaro Komai
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Anupama Horne
  Department of Ophthalmology, Ophthalmology, Duke University School of Medicine, Durham, NC, USA.
• Ali Khodor
  Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Luis A Rodriguez-Gutierrez
  Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA.
• Sandra S Stinnett
  Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA.
• Sina Farsiu
  Department of Biomedical Engineering, Duke University, Durham, NC, USA.
• Victor L Perez
  Department of Ophthalmology, Foster Center for Ocular Immunology at Duke Eye Center, Duke University School of Medicine, Durham, NC, USA; Bascom Palmer Eye Institute, University of Miami, Miami, FL, USA. Electronic address: vperez4@med.miami.edu.

Keywords

External Resources