Literature DB >> 16799031

Pointwise linear regression analysis for detection of visual field progression with absolute versus corrected threshold sensitivities.

Anita Manassakorn1, Kouros Nouri-Mahdavi, Behrooz Koucheki, Simon K Law, Joseph Caprioli.   

Abstract

PURPOSE: To compare the performance of point-wise linear regression analysis (PLR) with total deviation (TD) versus corrected or pattern deviation (PD) threshold sensitivities for detection of visual field progression.
METHODS: Four hundred two eyes (402 patients) enrolled in the Advanced Glaucoma Intervention Study (AGIS) were selected. Criteria for progression according to PLR were a slope<or=-1 dB/year with P<or=0.01 with >or=2 worsening points within the same Glaucoma Hemifield Test cluster. PLR was performed on TD and PD threshold sensitivities and compared to clinical evaluation. Eyes were classified into three groups based on mean deviation (MD): mild (MD>or=-6 dB), moderately advanced (-6 dB>MD>or=-12 dB), and advanced (MD<-12 dB) glaucoma.
RESULTS: Visual field progression was observed in 154 (38%), 85 (21%), and 175 (44%) eyes, according to PLR(TD) and PLR(PD), and clinical evaluation. The pair-wise agreement between clinicians and PLR(TD) was significantly greater than that of clinicians and PLR(PD) (kappa=0.48, 95% CI: 0.44-0.52 vs. kappa=0.31, 95% CI: 0.27-0.35). Agreement between PLR(TD) and PLR(PD) decreased with increasing glaucoma severity: kappa (95% CI)=0.60 (0.52-0.67), 0.41 (0.35-0.47), and 0.33 (0.27-0.40) for mild, moderately advanced, and advanced glaucoma, respectively.
CONCLUSIONS: Point-wise linear regression analysis on TD threshold sensitivities performed better than the same analysis on PD when clinical evaluation was used as a reference. Agreement between the two methods was less in moderately advanced and advanced glaucoma.

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Year:  2006        PMID: 16799031     DOI: 10.1167/iovs.05-1079

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


  9 in total

1.  The rate of visual field change in the ocular hypertension treatment study.

Authors:  Shaban Demirel; Carlos Gustavo V De Moraes; Stuart K Gardiner; Jeffrey M Liebmann; George A Cioffi; Robert Ritch; Mae O Gordon; Michael A Kass
Journal:  Invest Ophthalmol Vis Sci       Date:  2012-01-25       Impact factor: 4.799

2.  Effect of treatment on the rate of visual field change in the ocular hypertension treatment study observation group.

Authors:  Carlos Gustavo De Moraes; Shaban Demirel; Stuart K Gardiner; Jeffrey M Liebmann; George A Cioffi; Robert Ritch; Mae O Gordon; Michael A Kass
Journal:  Invest Ophthalmol Vis Sci       Date:  2012-04-02       Impact factor: 4.799

Review 3.  Detection of visual field progression in glaucoma with standard achromatic perimetry: a review and practical implications.

Authors:  Kouros Nouri-Mahdavi; Nariman Nassiri; Annette Giangiacomo; Joseph Caprioli
Journal:  Graefes Arch Clin Exp Ophthalmol       Date:  2011-08-26       Impact factor: 3.117

Review 4.  Functional assessment of glaucoma: Uncovering progression.

Authors:  Rongrong Hu; Lyne Racette; Kelly S Chen; Chris A Johnson
Journal:  Surv Ophthalmol       Date:  2020-04-26       Impact factor: 6.048

5.  Point-wise variability of threshold sensitivity of 24-2 and 10-2 visual fields.

Authors:  Aparna Rao; Harsha L Rao; Debananda Padhy
Journal:  Taiwan J Ophthalmol       Date:  2022-05-26

6.  Prediction of glaucomatous visual field progression: pointwise analysis.

Authors:  Kilhwan Shon; Gadi Wollstein; Joel S Schuman; Kyung Rim Sung
Journal:  Curr Eye Res       Date:  2014-07       Impact factor: 2.424

7.  Nonlinear Trend Analysis of Longitudinal Pointwise Visual Field Sensitivity in Suspected and Early Glaucoma.

Authors:  Manoj Pathak; Shaban Demirel; Stuart K Gardiner
Journal:  Transl Vis Sci Technol       Date:  2015-02-10       Impact factor: 3.283

8.  Assessing Glaucoma Progression Using Machine Learning Trained on Longitudinal Visual Field and Clinical Data.

Authors:  Avyuk Dixit; Jithin Yohannan; Michael V Boland
Journal:  Ophthalmology       Date:  2020-12-25       Impact factor: 14.277

9.  Long Term Results of Visual Field Progression Analysis in Open Angle Glaucoma Patients Under Treatment.

Authors:  Tolga Kocatürk; Sinan Bekmez; Merve Katrancı; Harun Çakmak; Volkan Dayanır
Journal:  Open Ophthalmol J       Date:  2015-06-26
  9 in total

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