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Accuracy of computer-assisted vertical cup-to-disk ratio grading for glaucoma screening.

Authors :
Blake M Snyder
Sang Min Nam
Preeyanuch Khunsongkiet
Sakarin Ausayakhun
Thidarat Leeungurasatien
Maxwell R Leiter
Artem Sevastopolsky
Ashlin S Joye
Elyse J Berlinberg
Yingna Liu
David A Ramirez
Caitlin A Moe
Somsanguan Ausayakhun
Robert L Stamper
Jeremy D Keenan
Source :
PLoS ONE, Vol 14, Iss 8, p e0220362 (2019)
Publication Year :
2019
Publisher :
Public Library of Science (PLoS), 2019.

Abstract

PurposeGlaucoma screening can be performed by assessing the vertical-cup-to-disk ratio (VCDR) of the optic nerve head from fundus photography, but VCDR grading is inherently subjective. This study investigated whether computer software could improve the accuracy and repeatability of VCDR assessment.MethodsIn this cross-sectional diagnostic accuracy study, 5 ophthalmologists independently assessed the VCDR from a set of 200 optic disk images, with the median grade used as the reference standard for subsequent analyses. Eight non-ophthalmologists graded each image by two different methods: by visual inspection and with assistance from a custom-made publicly available software program. Agreement with the reference standard grade was assessed for each method by calculating the intraclass correlation coefficient (ICC), and the sensitivity and specificity determined relative to a median ophthalmologist grade of ≥0.7.ResultsVCDR grades ranged from 0.1 to 0.9 for visual assessment and from 0.1 to 1.0 for software-assisted grading, with a median grade of 0.4 for each. Agreement between each of the 8 graders and the reference standard was higher for visual inspection (median ICC 0.65, interquartile range 0.57 to 0.82) than for software-assisted grading (median ICC 0.59, IQR 0.44 to 0.71); P = 0.02, Wilcoxon signed-rank test). Visual inspection and software assistance had similar sensitivity and specificity for detecting glaucomatous cupping.ConclusionThe computer software used in this study did not improve the reproducibility or validity of VCDR grading from fundus photographs compared with simple visual inspection. More clinical experience was correlated with higher agreement with the ophthalmologist VCDR reference standard.

Subjects

Subjects :
Medicine
Science

Details

Language :
English
ISSN :
19326203
Volume :
14
Issue :
8
Database :
Directory of Open Access Journals
Journal :
PLoS ONE
Publication Type :
Academic Journal
Accession number :
edsdoj.f436d599a4284ee88221c631bc04d64c
Document Type :
article
Full Text :
https://doi.org/10.1371/journal.pone.0220362