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Is local correlation length of quantitative phase image useful marker for label-free tissue diagnosis?

Research Project

Project/Area Number 18K14150
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 30020:Optical engineering and photon science-related
Research InstitutionKyushu Institute of Technology

Principal Investigator

Takabayashi Masanori  九州工業大学, 大学院情報工学研究院, 准教授 (70636000)

Project Period (FY) 2018-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords定量位相イメージング / ディジタル組織診断 / ディジタル組織診
Outline of Final Research Achievements

In digital tissue diagnosis using quantitative phase imaging, which is label-free and quantitative tissue diagnosis technique, we proposed to use local correlation length of quantitative phase images as a marker of nanoscale morphological changes. The benign-malignant diagnosis of breast cancer tissue was performed, and the ratio of mean and standard deviation of the spatial autocorrelation length was able to discriminate between nonadjacent grades of benign and malignant grades 1, 2 and 3.

Academic Significance and Societal Importance of the Research Achievements

本研究により,定量位相画像の空間自己相関長は乳がん組織の良性-悪性診断に有用であることが示された.今後は機械学習等の発展も手伝い,複数のマーカーを複合的に用いた多角的な診断が要求されると予想される.その点で,新たな病理マーカーを確立できたことの学術的意義は大きく,また,本研究が目指す簡単で正確な診断技術が支える医療社会の実現に向けた社会的意義も大きいと考える.

Report

(3 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • Research Products

    (9 results)

All 2019 Other

All Int'l Joint Research (2 results) Journal Article (1 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (4 results) (of which Int'l Joint Research: 2 results,  Invited: 3 results) Remarks (2 results)

  • [Int'l Joint Research] イリノイ大学アーバナシャンペーン校/イリノイ大学シカゴ校(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] University of Illinois(米国)

    • Related Report
      2018 Research-status Report
  • [Journal Article] Tissue spatial correlation as cancer marker2019

    • Author(s)
      Takabayashi Masanori、Majeed Hassaan、Kajdacsy-Balla Andre、Popescu Gabriel
    • Journal Title

      Journal of Biomedical Optics

      Volume: 24 Issue: 01 Pages: 1-1

    • DOI

      10.1117/1.jbo.24.1.016502

    • Related Report
      2019 Annual Research Report 2018 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Tissue diagnosis using nanoscale morphological markers extracted from quantitative phase images2019

    • Author(s)
      Masanori Takabayashi, Hassaan Majeed, Andre Kajdacsy-Balla, Gabriel Popescu
    • Organizer
      Photonics Asia 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 定量位相イメージングによるディジタル病理診断2019

    • Author(s)
      高林正典
    • Organizer
      2019年度第1回フォトニクス技術フォーラム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 定量位相画像の空間自己相関長を用いた乳がん組織診断:空間自己相関長の抽出条件が識別精度に及ぼす影響の調査2019

    • Author(s)
      座小田聖,國居弘樹,高林 正典
    • Organizer
      第80回応用物理学会秋季学術講演会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Tissue Diagnosis Using Nanoscale Morphological Information Revealed by Quantitative Phase Imaging2019

    • Author(s)
      Takabayashi Masanori、Majeed Hassaan、Kajdacsy-Balla Andre、Popescu Gabriel
    • Organizer
      International Symposium on Imaging, Sensing and Optical Memory
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Remarks] 高林研究室HP

    • URL

      http://ba84.webcrow.jp/

    • Related Report
      2019 Annual Research Report
  • [Remarks] 高林研究室

    • URL

      http://ba84.webcrow.jp/index.html

    • Related Report
      2018 Research-status Report

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Published: 2018-04-23   Modified: 2021-02-19  

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