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Automated shape analysis of cerebral vessels from MR angiography images as a biomarker of atherosclerosis

Research Project

Project/Area Number 22611005
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Medical Physics/Radiological Technology
Research InstitutionUniversity of Tsukuba

Principal Investigator

MASUMOTO Tomohiko  筑波大学, 医学医療系, 准教授 (60302717)

Co-Investigator(Kenkyū-buntansha) MASUTANI Yoshitaka  東京大学, 医学部附属病, 講師 (20345193)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsコンピュータ支援診断 / MRI / 動脈硬化 / 脳神経疾患
Research Abstract

The aim of this study is to develop a biomarker of atherosclerosis by computer-assisted shape analysis of cerebral arteries from MRA data.First, we analyzed pilot data of 10 cases using multiscale morphological approach. We defined a feature value that caused a significant difference between a control group and an atherosclerosis group, as “shape regularity index of vessel (SRIV)”.Second, 51 cases were selected as a validation data set and divided into three groups by visual evaluation of vessel wall (Grade 0: no irregularity, Grade 1: mild irregularity, Grade 2: severe irregularity). A significant difference was found in SRIV value between Grade 0 and 1, and between Grade 1 and 2.We concluded that SRIV value had a correlation with vessel wall irregularity evaluated visually, and this value would be an objective biomarker of atherosclerosis.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (2 results)

All 2012 Other

All Presentation (2 results)

  • [Presentation] 頭部MRAを用いた脳主幹動脈の血管形状不整の定量的評価に関する検討2012

    • Author(s)
      増本 智彦,増谷 佳孝,椎 貝 真成,他
    • Organizer
      第40回日本磁気共鳴医学会大会
    • Place of Presentation
      京都
    • Year and Date
      2012-09-06
    • Related Report
      2012 Final Research Report
  • [Presentation] 頭部MRAを用いた脳主幹動脈の血管形状不整の定量的評価に関する検討

    • Author(s)
      増本 智彦
    • Organizer
      第40回日本磁気共鳴医学会大会
    • Place of Presentation
      京都
    • Related Report
      2012 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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