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The establishment of the automated diagnosis system of glaucoma image which we optimize to Japanese population

Research Project

Project/Area Number 18591910
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Ophthalmology
Research InstitutionKanazawa University

Principal Investigator

OHKUBO Shinji  Kanazawa University, University of Hospital, Assistant Professor (90362003)

Co-Investigator(Kenkyū-buntansha) HIGASHIDE Tomomi  Kanazawa University, University of Hospital, Instructor (20291370)
SUGIYAMA Kazuhisa  Kanazawa University, Graduate School of Medicine, Professor (80179168)
Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,850,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥150,000)
Fiscal Year 2007: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2006: ¥3,200,000 (Direct Cost: ¥3,200,000)
KeywordsGlaucoma / image analysis device / Japanese database / HRT II / HRTII / 日本人
Research Abstract

Japanese optic disc analysis by the Heidelberg Retina Tomograph II (HRT II)
As a result of analyzing 1,173 people of the glaucoma screening that we carried out in 2003, the average optic disc area of participants was 2.3±0.50mm^2.
It became clear that there was a difference between races in optic disc area and that of Japanese was larger than that of Caucasian by past reports.
The performance of HRT II using Japanese database
Two hundred and fifty-one subjects (502 eyes) who were suspected to have glaucoma in community health screening were examined by a slit lamp biomicroscopic examination, Goldmann applanation tonometry, Humphrey Automated Perimetry Central 30-2 program, gonioscopy and optic nerve head evaluation. (Definitive Examination)
We determined the sensitivity and specificity of Moorefield's regression analysis (MRA) and Glaucoma probability score classification (GPSC) about 327 HRT images, from which possess higher reliability in Humphrey perimetry and HRT image quality in definitive examination results.
When treating the "borderline" outcomes as test negative, MRA sensitivity and specificity using Japanese database was 54.1% and 82.3%, GPSC sensitivity and specificity was 70.5% and 46.6%. MRA sensitivity and specificity using Caucasian database was 55.7% and 80.5%, GPSC sensitivity and specificity was 83.6% and 39.1%. When treating the "borderline" outcomes as test positive, MRA sensitivity and specificity using Japanese database was 72.1% and 56.8%, GPSC sensitivity and specificity was 80.3% and 35.7%. MRA sensitivity and specificity using Caucasian database was 72.1% and 54.1%, GPSC sensitivity and specificity was 90.2% and 14.3%.
The screening efficacy of MRA did not differ between Japanese database and Caucasian database. When using Japanese database compared with Caucasian database, specificity of GPSC was improved, but the sensitivity of GPSC was decreased.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (10 results)

All 2007 2006 Other

All Journal Article (7 results) (of which Peer Reviewed: 3 results) Presentation (3 results)

  • [Journal Article] A pilot study to detect glaucoma with confocal scanning laser ophthalmoscopy compared to nonmydriatic stereoscopic photography in a community health screening2007

    • Author(s)
      Shinji Ohkubo, Hisashi Takeda, Tomomi Higashide, Tsugihisa Sasaki, Kazuhisa Sugiyama
    • Journal Title

      Journal of glaucoma 16

      Pages: 531-538

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A pilot study to detect glaucoma with confocal scanning laser ophthalmoscopy compared to nonmydriatic stereoscopic photography in a community health screening2007

    • Author(s)
      Shinji, Ohkubo, Hisashi, Takeda, Tomomi, Higashide, Tsugihisa, Sasaki, Kazuhisa, Sugiyama
    • Journal Title

      Journal of glaucoma 16(6)

      Pages: 531-538

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] In vivo imaging and quantitative evaluation of the rat retinal nerve fiber layer using scanning laser ophthalmology.2006

    • Author(s)
      Ichiro Kawaguchi, Tomomi Higashide, Shinji Ohkubo, Hisashi Takeda, Kazuhisa Sugiyama
    • Journal Title

      Investigative Ophthalmology and Visual Science 46

      Pages: 2911-2916

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] In vivo imaging and counting of rat retinal ganglion cells using a scanning laser ophthalmoscope.2006

    • Author(s)
      Tomomi Higashide, Ichiro Kawaguchi, Shinji Ohkubo, Hisashi Takeda, Kazuhisa Sugiyama
    • Journal Title

      Investigative Ophthalmology and Visual Science 46

      Pages: 2943-2950

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] In vivo imaging and quantitative evaluation of the rat retinal nerve fiber layer using scanning laser ophthalmology2006

    • Author(s)
      Ichiro, Kawaguchi, Tomomi, Higashide, Shinji, Ohkubo, Hisashi, Takeda, Kazuhisa, Sugiyama
    • Journal Title

      Investigative Ophthalmology and Visual Science 47(7)

      Pages: 2911-2916

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] In vivo imaging and counting of rat retinal ganglion cells using a scanning laser ophthalmoscope2006

    • Author(s)
      Tomomi, Higashide, Ichiro, Kawaguchi, Shinji, Ohkubo, Hisashi, Takeda, Kazuhisa, Sugiyama
    • Journal Title

      Investigative Ophthalmology and Visual Science 47(7)

      Pages: 2943-2950

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A pilot study to detect glaucoma with confocal scanning laser ophthalmoscopy compared to nonmydriatic stereoscopic photography in a community health screening

    • Author(s)
      Shinji Ohkubo
    • Journal Title

      Journal of glaucoma (印刷中)

    • Related Report
      2006 Annual Research Report
  • [Presentation] A pilot study to detect glaucoma with confocal scanning laser ophthalmoscopy compared to nonmydriatic stereoscopic photography in a community health screening.2007

    • Author(s)
      Shinji Ohkubo, Hisashi Takeda, Tomomi Higashide, Tsugihisa Sasaki, Kazuhisa Sugiyama
    • Organizer
      The Aging Eye ARVO 2007 Annual Meeting
    • Place of Presentation
      Fort Lauderdale(Florida, U. S. A)
    • Year and Date
      2007-05-08
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A pilot study to detect glaucoma with confocal scanning laser ophthalmoscopy compared to nonmydriatic stereoscopic photography in a community health screening2007

    • Author(s)
      Shinji, Ohkubo, Hisashi, Takeda, Tomomi, Higashide, Tsugihisa, Sasaki, Kazuhisa, Sugiyama
    • Organizer
      The Aging Eye ARVO 2007 Annual Meeting
    • Place of Presentation
      Fort Lauderdale (Florida U.S.A)
    • Year and Date
      2007-05-08
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 人間ドックにおけるGDxVCCとFDTを併用した緑内障検診カットオフ値の検討2007

    • Author(s)
      繰納勉、大久保真司、武田久、東出朋巳、杉山和久
    • Organizer
      第111回日本眼科学会総会
    • Place of Presentation
      大阪市
    • Year and Date
      2007-04-22
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary

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Published: 2006-04-01   Modified: 2016-04-21  

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