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Improving event-based progression analysis in glaucomatous visual fields

Rui, C., Montesano, G., Crabb, D. P. ORCID: 0000-0001-8754-3902, Brusini, P., Chauhan, B. C., Rossetti, L. M., Fogagnolo, P., Giraud, J-M., Fenolland, J-R. and Oddone, F. (2021). Improving event-based progression analysis in glaucomatous visual fields. Scientific Reports, 11(1), 16353. doi: 10.1038/s41598-021-95877-9

Abstract

Glaucoma is a progressive optic neuropathy with characteristic changes to the optic nerve head and the visual field (VF). Detecting progression of VF damage with Standard Automated Perimetry (SAP) is of paramount importance for clinical care. One common approach to detecting progression is to compare each new VF test to a baseline SAP test (event analysis). This comparison is made difficult by the test-retest variability of SAP, which increases with the level of VF damage, and the limited range of measurement, meaning that damage cannot be assessed below a certain level. We performed a prospective international multi-centre data collection of SAP data on 90 eyes from 90 people with glaucoma and different levels of VF damage over a short period of time (6 tests in 60 days). Data were collected using a fundus tracked perimeter (Compass, CenterVue). We used these data (minus the first test) to develop an improved event analysis that accounts for both the change in variability with damage and the lower bound on the measurement imposed by SAP. Using simulations, we show that our approach is more sensitive compared to previously developed methods, especially in the case of advanced glaucoma, while retaining similar specificity.

Publication Type: Article
Additional Information: This article has been published in Scientific Reports, DOI: https://doi.org/10.1038/s41598-021-95877-9. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
Publisher Keywords: Optic nerve diseases, Visual system
Subjects: R Medicine > RE Ophthalmology
Departments: School of Health Sciences > Optometry & Visual Science
Date available in CRO: 03 Sep 2021 09:12
Date deposited: 3 September 2021
Date of acceptance: 30 July 2021
Date of first online publication: 11 August 2021
URI: https://openaccess.city.ac.uk/id/eprint/26694
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