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Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data
PURPOSE: Recent evidence suggests that increasing perimetric contrast all the way to 0 dB may not be clinically useful. This study examines whether raising the floor for point-wise sensitivities affects the ability of global indices to detect change. METHODS: Longitudinal data from eyes with progres...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5518759/ https://www.ncbi.nlm.nih.gov/pubmed/28736685 http://dx.doi.org/10.1167/tvst.6.4.11 |
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author | Pathak, Manoj Demirel, Shaban Gardiner, Stuart K. |
author_facet | Pathak, Manoj Demirel, Shaban Gardiner, Stuart K. |
author_sort | Pathak, Manoj |
collection | PubMed |
description | PURPOSE: Recent evidence suggests that increasing perimetric contrast all the way to 0 dB may not be clinically useful. This study examines whether raising the floor for point-wise sensitivities affects the ability of global indices to detect change. METHODS: Longitudinal data from eyes with progressive glaucoma were used. Point-wise sensitivities were censored at various cutoffs (12–19 dB). At each cutoff, mean deviations (MD) were recalculated using censored sensitivities, called censored mean deviation (CMD). Both MD and CMD were fitted using a linear model. MD and CMD rate of changes (signal) and the standard deviations (SD) of the residuals (noise) were obtained from the fitted models. The linear signal to noise ratio (LSNR) for MD (LSNR(MD)) and CMD (LSNR(CMD)) were compared. Additionally, at each cutoff, the ratios of LSNR(CMD) to LSNR(MD) were calculated and tested. RESULTS: CMD provided significantly (P <0.05) better LSNR than MD when using any point-wise sensitivity cutoff between 15–19 dB for progressing eyes. Moreover, the ratios of LSNR(CMD) to LSNR(MD) were significantly (P <0.05) greater than 1 at all cutoffs from 15–19 dB. CONCLUSION: This study demonstrates that censoring is an effective tool to reduce variability at low sensitivities for progressing eyes. TRANSLATIONAL RELEVANCE: This study suggests that 15–19 dB could be a more suitable endpoint for perimetric testing algorithms. |
format | Online Article Text |
id | pubmed-5518759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-55187592017-07-21 Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data Pathak, Manoj Demirel, Shaban Gardiner, Stuart K. Transl Vis Sci Technol Articles PURPOSE: Recent evidence suggests that increasing perimetric contrast all the way to 0 dB may not be clinically useful. This study examines whether raising the floor for point-wise sensitivities affects the ability of global indices to detect change. METHODS: Longitudinal data from eyes with progressive glaucoma were used. Point-wise sensitivities were censored at various cutoffs (12–19 dB). At each cutoff, mean deviations (MD) were recalculated using censored sensitivities, called censored mean deviation (CMD). Both MD and CMD were fitted using a linear model. MD and CMD rate of changes (signal) and the standard deviations (SD) of the residuals (noise) were obtained from the fitted models. The linear signal to noise ratio (LSNR) for MD (LSNR(MD)) and CMD (LSNR(CMD)) were compared. Additionally, at each cutoff, the ratios of LSNR(CMD) to LSNR(MD) were calculated and tested. RESULTS: CMD provided significantly (P <0.05) better LSNR than MD when using any point-wise sensitivity cutoff between 15–19 dB for progressing eyes. Moreover, the ratios of LSNR(CMD) to LSNR(MD) were significantly (P <0.05) greater than 1 at all cutoffs from 15–19 dB. CONCLUSION: This study demonstrates that censoring is an effective tool to reduce variability at low sensitivities for progressing eyes. TRANSLATIONAL RELEVANCE: This study suggests that 15–19 dB could be a more suitable endpoint for perimetric testing algorithms. The Association for Research in Vision and Ophthalmology 2017-07-20 /pmc/articles/PMC5518759/ /pubmed/28736685 http://dx.doi.org/10.1167/tvst.6.4.11 Text en Copyright 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Articles Pathak, Manoj Demirel, Shaban Gardiner, Stuart K. Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title | Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title_full | Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title_fullStr | Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title_full_unstemmed | Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title_short | Reducing Variability of Perimetric Global Indices from Eyes with Progressive Glaucoma by Censoring Unreliable Sensitivity Data |
title_sort | reducing variability of perimetric global indices from eyes with progressive glaucoma by censoring unreliable sensitivity data |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5518759/ https://www.ncbi.nlm.nih.gov/pubmed/28736685 http://dx.doi.org/10.1167/tvst.6.4.11 |
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