Literature DB >> 28973333

Pattern Recognition Analysis Reveals Unique Contrast Sensitivity Isocontours Using Static Perimetry Thresholds Across the Visual Field.

Jack Phu1,2, Sieu K Khuu2, Lisa Nivison-Smith1,2, Barbara Zangerl1,2, Agnes Yiu Jeung Choi1,2, Bryan W Jones3, Rebecca L Pfeiffer3, Robert E Marc3, Michael Kalloniatis1,2.   

Abstract

Purpose: To determine the locus of test locations that exhibit statistically similar age-related decline in sensitivity to light increments and age-corrected contrast sensitivity isocontours (CSIs) across the central visual field (VF). We compared these CSIs with test point clusters used by the Glaucoma Hemifield Test (GHT).
Methods: Sixty healthy observers underwent testing on the Humphrey Field Analyzer 30-2 test grid using Goldmann (G) stimulus sizes I-V. Age-correction factors for GI-V were determined using linear regression analysis. Pattern recognition analysis was used to cluster test locations across the VF exhibiting equal age-related sensitivity decline (age-related CSIs), and points of equal age-corrected sensitivity (age-corrected CSIs) for GI-V.
Results: There was a small but significant test size-dependent sensitivity decline with age, with smaller stimuli declining more rapidly. Age-related decline in sensitivity was more rapid in the periphery. A greater number of unique age-related CSIs was revealed when using smaller stimuli, particularly in the mid-periphery. Cluster analysis of age-corrected sensitivity thresholds revealed unique CSIs for GI-V, with smaller stimuli having a greater number of unique clusters. Zones examined by the GHT consisted of test locations that did not necessarily belong to the same CSI, particularly in the periphery. Conclusions: Cluster analysis reveals statistically significant groups of test locations within the 30-2 test grid exhibiting the same age-related decline. CSIs facilitate pooling of sensitivities to reduce the variability of individual test locations. These CSIs could guide future structure-function and alternate hemifield asymmetry analyses by comparing matched areas of similar sensitivity signatures.

Entities:  

Mesh:

Year:  2017        PMID: 28973333      PMCID: PMC5624776          DOI: 10.1167/iovs.17-22371

Source DB:  PubMed          Journal:  Invest Ophthalmol Vis Sci        ISSN: 0146-0404            Impact factor:   4.799


  56 in total

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4.  A hierarchical cluster analysis of normal-tension glaucoma using spectral-domain optical coherence tomography parameters.

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5.  Size threshold perimetry performs as well as conventional automated perimetry with stimulus sizes III, V, and VI for glaucomatous loss.

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Journal:  Invest Ophthalmol Vis Sci       Date:  2013-06-07       Impact factor: 4.799

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8.  Points of a normal visual field are not statistically independent.

Authors:  B J Lachenmayr; U Kiermeir; S Kojetinsky
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9.  Spatial summation of the differential light threshold as a function of visual field location and age.

Authors:  K Latham; D Whitaker; J M Wild
Journal:  Ophthalmic Physiol Opt       Date:  1994-01       Impact factor: 3.117

10.  Detecting outliers when fitting data with nonlinear regression - a new method based on robust nonlinear regression and the false discovery rate.

Authors:  Harvey J Motulsky; Ronald E Brown
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  13 in total

1.  Development of a Spatial Model of Age-Related Change in the Macular Ganglion Cell Layer to Predict Function From Structural Changes.

Authors:  Janelle Tong; Jack Phu; Sieu K Khuu; Nayuta Yoshioka; Agnes Y Choi; Lisa Nivison-Smith; Robert E Marc; Bryan W Jones; Rebecca L Pfeiffer; Michael Kalloniatis; Barbara Zangerl
Journal:  Am J Ophthalmol       Date:  2019-05-10       Impact factor: 5.258

2.  Development and validation of a visual field cluster in retinitis pigmentosa.

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Authors:  Jack Phu; Bang V Bui; Michael Kalloniatis; Sieu K Khuu
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4.  Application of Pattern Recognition Analysis to Optimize Hemifield Asymmetry Patterns for Early Detection of Glaucoma.

Authors:  Jack Phu; Sieu K Khuu; Bang V Bui; Michael Kalloniatis
Journal:  Transl Vis Sci Technol       Date:  2018-09-04       Impact factor: 3.283

5.  Cluster analysis reveals patterns of age-related change in anterior chamber depth for gender and ethnicity: clinical implications.

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6.  Modelling normal age-related changes in individual retinal layers using location-specific OCT analysis.

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8.  A Method Using Goldmann Stimulus Sizes I to V-Measured Sensitivities to Predict Lead Time Gained to Visual Field Defect Detection in Early Glaucoma.

Authors:  Jack Phu; Sieu K Khuu; Bang V Bui; Michael Kalloniatis
Journal:  Transl Vis Sci Technol       Date:  2018-06-07       Impact factor: 3.283

9.  Reducing Spatial Uncertainty Through Attentional Cueing Improves Contrast Sensitivity in Regions of the Visual Field With Glaucomatous Defects.

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