Literature DB >> 11316094

Mathematical and optimal clustering of test points of the central 30-degree visual field of glaucoma.

Y Suzuki1, Y Kitazawa, M Araie, J Yamagami, T Yamamoto, K Ishida, A Tsuji, H Abe, M Shirakashi, S Funaki, H K Mishima, H Tsukamoto, K Okada, T Shibata.   

Abstract

PURPOSE: To determine a mathematically optimal sector pattern of the central 30 degree visual field for the follow-up of glaucomatous visual field change based on a large number of actual visual field test data of patients with glaucoma.
METHODS: Visual field test data obtained from 1,039 eyes of 1,039 patients with open-angle glaucoma (OAG) using the 30-2 program of the Humphrey Field Analyzer were used for sectorization of the central 30 degree visual field. Of the 1,039 visual field data, 698 (modeling data) were used for determining the sector pattern and 341 (testing data) for checking the sector pattern. The modeling data were further divided into three groups according to the mean deviation (MD) (MD > or = -10 dB, -20 < or = MD < -10 dB, and MD < -20 dB), and the sector pattern was constructed from visual field data of each group using a clustering procedure called VARCLUS. The testing data were used for determining the optimal sector pattern. In a separate set of repeated visual field data of 303 patients with OAG, the fluctuation of MD, sector values of each sector determined, and total deviation of each test point were calculated and compared.
RESULTS: The sector pattern constructed from visual field data of MD > or = -10 dB summarized the visual field performance most effectively. The fluctuation of the sector value of each sector was roughly 1.5 times smaller than the total deviation of each test point.
CONCLUSION: The sector pattern determined may be useful in analyses of the visual field data of patients with glaucoma.

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Year:  2001        PMID: 11316094     DOI: 10.1097/00061198-200104000-00009

Source DB:  PubMed          Journal:  J Glaucoma        ISSN: 1057-0829            Impact factor:   2.503


  9 in total

1.  No apparent association between ocular perfusion pressure and visual field damage in normal-tension glaucoma patients.

Authors:  Naoyuki Kurita; Atsuo Tomidokoro; Chihiro Mayama; Makoto Aihara; Makoto Araie
Journal:  Jpn J Ophthalmol       Date:  2006-12-18       Impact factor: 2.447

Review 2.  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

3.  Visual field loss in patients with normal-tension glaucoma under topical nipradilol or timolol: subgroup and subfield analyses of the nipradilol-timolol study.

Authors:  Makoto Araie; Shiroaki Shirato; Yoshio Yamazaki; Yoshiaki Kitazawa; Yasuo Ohashi
Journal:  Jpn J Ophthalmol       Date:  2010-08-11       Impact factor: 2.447

4.  Clinical efficacy of topical nipradilol and timolol on visual field performance in normal-tension glaucoma: a multicenter, randomized, double-masked comparative study.

Authors:  Makoto Araie; Shiroaki Shirato; Yoshio Yamazaki; Yoshiaki Kitazawa; Yasuo Ohashi
Journal:  Jpn J Ophthalmol       Date:  2008-09-05       Impact factor: 2.447

5.  Assessing visual field clustering schemes using machine learning classifiers in standard perimetry.

Authors:  Catherine Boden; Kwokleung Chan; Pamela A Sample; Jiucang Hao; Te-Wan Lee; Linda M Zangwill; Robert N Weinreb; Michael H Goldbaum
Journal:  Invest Ophthalmol Vis Sci       Date:  2007-12       Impact factor: 4.799

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

Authors:  Takashi Omoto; Akio Oishi; Ryo Asaoka; Yuri Fujino; Hiroshi Murata; Keiko Azuma; Manabu Miyata; Ryo Obata; Tatsuya Inoue
Journal:  Sci Rep       Date:  2021-05-06       Impact factor: 4.379

7.  Relationship between visual field loss and contrast threshold elevation in glaucoma.

Authors:  C M Tochel; J S Morton; J L Jay; J D Morrison
Journal:  BMC Ophthalmol       Date:  2005-09-13       Impact factor: 2.209

8.  Evaluating Silent Reading Performance with an Eye Tracking System in Patients with Glaucoma.

Authors:  Noriaki Murata; Daiki Miyamoto; Tetsuya Togano; Takeo Fukuchi
Journal:  PLoS One       Date:  2017-01-17       Impact factor: 3.240

9.  Usefulness of axonal tract-dependent OCT macular sectors for evaluating structural change in normal-tension glaucoma.

Authors:  Kazuko Omodaka; Tsutomu Kikawa; Yukihiro Shiga; Satoru Tsuda; Yu Yokoyama; Haruka Sato; Junko Ohuchi; Akiko Matsumoto; Hidetoshi Takahashi; Masahiro Akiba; Toru Nakazawa
Journal:  PLoS One       Date:  2017-10-03       Impact factor: 3.240

  9 in total

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