Screening Glaucoma With Red-free Fundus Photography Using Deep Learning Classifier and Polar Transformation.
Journal:
Journal of glaucoma
Published Date:
Mar 1, 2019
Abstract
UNLABELLED: PRéCIS:: The novel proposed algorithm using deep learning classifier and polar transformation technique can be an economical as well as an effective tool for early detection of glaucomatous RNFL defect.
Authors
Keywords
Adult
Area Under Curve
Deep Learning
Diagnostic Techniques, Ophthalmological
Female
Glaucoma, Open-Angle
Humans
Image Interpretation, Computer-Assisted
Intraocular Pressure
Male
Middle Aged
Nerve Fibers
Ophthalmologic Surgical Procedures
Photography
Retinal Ganglion Cells
Retrospective Studies
ROC Curve
Tomography, Optical Coherence