Glaucoma Expert-Level Detection of Angle Closure in Goniophotographs With Convolutional Neural Networks: The Chinese American Eye Study.
Journal:
American journal of ophthalmology
PMID:
33577791
Abstract
PURPOSE: To compare the performance of a novel convolutional neural network (CNN) classifier and human graders in detecting angle closure in EyeCam (Clarity Medical Systems, Pleasanton, California, USA) goniophotographs.
Authors
Keywords
Aged
Aged, 80 and over
Anterior Eye Segment
Area Under Curve
Asian
China
Cross-Sectional Studies
Diagnosis, Computer-Assisted
Expert Systems
Female
Glaucoma, Angle-Closure
Gonioscopy
Humans
Image Processing, Computer-Assisted
Male
Middle Aged
Neural Networks, Computer
Ophthalmologists
Photography
Reproducibility of Results
Retrospective Studies
Specialization