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Research on analysis of histological images using dark-field illumination

Research Project

Project/Area Number 21500413
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Biomedical engineering/Biological material science
Research InstitutionShibaura Institute of Technology

Principal Investigator

TAKAHASHI Masanobu  芝浦工業大学, システム理工学部, 教授 (20338312)

Co-Investigator(Kenkyū-buntansha) NAKANO Masayuki  横浜市立大学, 附属市民総合医療センター, 教授 (00092073)
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords医用・生体画像 / 診断支援 / 病理組織 / 生物・生体工学 / 画像認識 / 暗視野 / 光学顕微鏡
Research Abstract

Dark field image was applied for the analysis of histological images. As a result, a method to extract nuclear positions and fibers from the images of hepatic histological sections stained with silver and HE(hematoxylin-eosin) was realized. The accuracy for extracting nuclear positions, nuclear contours and cell membranes in HE-stained hepatic histological images was also improved. So, dark field images were useful in the analysis of histological images. A diagnosis support system was developed. The system has functions to automatically extract nuclear positions, nuclear contours and cell membranes. The user can easily correct wrong results using a graphical user interface, and can calculate various useful features.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (53 results)

All 2012 2011 2010 2009

All Journal Article (17 results) (of which Peer Reviewed: 9 results) Presentation (34 results) Book (2 results)

  • [Journal Article] EOBにおける肝実質相での欠損の病理組織診断2011

    • Author(s)
      中野雅行
    • Journal Title

      Liver Cancer

      Volume: 17巻 Pages: 9-14

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] Advanced histology and impaired liver regeneration are associated with disease severity in acute-onset autoimmune hepatitis2011

    • Author(s)
      Keiichi Fujiwara, Masayuki Nakano, 他4名
    • Journal Title

      Histopathology

      Volume: Vol.58 Pages: 693-704

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 早期肝細胞癌の造影超音波2011

    • Author(s)
      沼田和司, 他7名
    • Journal Title

      肝臓

      Volume: 52巻 Pages: 429-440

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Imaging study of early hepatocellular carcinoma : Usefulness of Gadoxetic Acid-enhanced MR Imaging2011

    • Author(s)
      Katsunori Sano, et.al.
    • Journal Title

      Radiology

      Volume: 261 Pages: 834-844

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pelioid-type well-differentiated hepatocellular carcinoma in a patient with a history of taking oral contraceptives : Report of a case2011

    • Author(s)
      Naoya Ikeda, et.al.
    • Journal Title

      Surgery Today

      Volume: 41 Pages: 1270-1274

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Diagnostic value and utility of the simplified International Autoimmune Hepatitis Group criteria in acute-onset autoimmune hepatitis2011

    • Author(s)
      Keiichi Fujiwara, et.al.
    • Journal Title

      Liver International

      Volume: 31 Pages: 1013-1020

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficacy of intravenous Glycyrrhizin in the early stage of acute onset autoimmune hepatitis2011

    • Author(s)
      Shin Yasui, et.al.
    • Journal Title

      Digestive Diseases and Sciences

      Volume: 56 Pages: 3638-3647

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Advanced histology and impaired liver regeneration are Associated with disease severity in acute-onset autoimmune hepatitis2011

    • Author(s)
      Keiichi Fujiwara, et.al.
    • Journal Title

      Histopathology

      Volume: 58 Issue: 5 Pages: 693-704

    • DOI

      10.1111/j.1365-2559.2011.03790.x

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 早期肝細胞癌の造影超音波2011

    • Author(s)
      沼田和司, 他
    • Journal Title

      肝臓

      Volume: 52 Pages: 429-440

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 肝細胞癌前癌病変,早期肝細胞癌とその類似病変2009

    • Author(s)
      中野雅行
    • Journal Title

      肝癌-基礎・臨床研究

      Volume: 67巻 Pages: 54-59

    • Related Report
      2011 Final Research Report
  • [Journal Article] 肝細胞癌と鑑別する必要がある肝病変の病理組織2009

    • Author(s)
      中野雅行
    • Journal Title

      画像診断

      Volume: 29巻 Pages: 562-570

    • Related Report
      2011 Final Research Report
  • [Journal Article] Fibrolamellar carcinomaの新知見について2009

    • Author(s)
      中野雅行
    • Journal Title

      Liver Cancer

      Volume: 15巻 Pages: 87-92

    • Related Report
      2011 Final Research Report
  • [Journal Article] Pathologic diagnosis of early hepatocellular carcinoma : A report of the International Consensus Group for Hepatocellular Neoplasia2009

    • Author(s)
      International Consensus Group for Hepatocellular Neoplasia(Masayuki Nakano, et.al.)
    • Journal Title

      Hepatology VOL.49

      Pages: 658-664

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 肝細胞胆道系MRI造影剤による診断境界病変2009

    • Author(s)
      佐野勝廣, 市川智章, 松田政徳, 浅川真巳, 北村敬利, 中澤匡男, 中野雅行
    • Journal Title

      肝胆膵画像 11巻

      Pages: 513-517

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 肝細胞癌前癌病変, 早期肝細胞癌とその類似病変2009

    • Author(s)
      中野雅行
    • Journal Title

      肝癌-基礎・臨床研究 67巻

      Pages: 54-59

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 肝細胞癌と鑑別する必要がある肝病変の病理組織2009

    • Author(s)
      中野雅行
    • Journal Title

      画像診断 29巻

      Pages: 562-570

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Fibrolamellar carcinoma の新知見について2009

    • Author(s)
      中野雅行
    • Journal Title

      Liver Cancer 15巻

      Pages: 87-92

    • Related Report
      2009 Annual Research Report
  • [Presentation] 肝病理組織標本画像のN/C比算出システムの改善2012

    • Author(s)
      松下伸光, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2012-03-20
    • Related Report
      2011 Final Research Report
  • [Presentation] 肝病理組織標本画像のN/C比算出システムの改善2012

    • Author(s)
      松下伸光, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      岡山大学(岡山)
    • Year and Date
      2012-03-20
    • Related Report
      2011 Annual Research Report
  • [Presentation] 肝病理組織標本画像の細胆管密度の定量化2012

    • Author(s)
      尾板正一, 松下伸光, 高橋正信
    • Organizer
      電子情報通信学会東京支部学生会研究発表会
    • Place of Presentation
      東京電機大学(東京)
    • Year and Date
      2012-03-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] 肝病理組織標本画像の核輪郭抽出精度の改善2012

    • Author(s)
      藤井智郁, 山田耕輔, 高橋正信
    • Organizer
      電子情報通信学会東京支部学生会研究発表会
    • Place of Presentation
      東京電機大学(東京)
    • Year and Date
      2012-03-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] Appearance of the portal tract invasion in the liver biopsy specimen of early hepatocellular carcinoma (eHCC)2012

    • Author(s)
      Masayuki Nakano, et.al.
    • Organizer
      The 22nd Conference of the Asian Pacific Association for the Study of the Liver (APASL 2012)
    • Place of Presentation
      Taipei International Convention Center (台北)
    • Year and Date
      2012-02-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] Expression of glypican-3 in early hepatocellular carcinoma2012

    • Author(s)
      I-Pei Chen, et.al.
    • Organizer
      The 22nd Conference of the Asian Pacific Association for the Study of the Liver (APASL 2012)
    • Place of Presentation
      Taipei International Convention Center (台北)
    • Year and Date
      2012-02-17
    • Related Report
      2011 Annual Research Report
  • [Presentation] 門脈域未浸潤期の早期肝細胞癌の病理2012

    • Author(s)
      中野雅行
    • Organizer
      第18回肝血流動態イメージ研究会
    • Place of Presentation
      ポートピアホール(神戸)
    • Year and Date
      2012-01-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] 肝生検における早期肝細胞癌の門脈域浸潤の組織像の多彩性2011

    • Author(s)
      中野雅行, 他
    • Organizer
      第44回肝癌症例検討会
    • Place of Presentation
      秋葉原コンベンションホール(東京)
    • Year and Date
      2011-11-12
    • Related Report
      2011 Annual Research Report
  • [Presentation] ビクトリアブルー染色によるstroma (portal tract) invasionが診断に有用であった早期HCCの1症例2011

    • Author(s)
      金守良, 他
    • Organizer
      第44回肝癌症例検討会
    • Place of Presentation
      秋葉原コンベンションホール(東京)
    • Year and Date
      2011-11-12
    • Related Report
      2011 Annual Research Report
  • [Presentation] Segmentation of Nuclei inHepatic Histological Images Using Multimodal Method2011

    • Author(s)
      Masanobu Takahashi, Jumpei Koichi, Yuuki Makino, Takuya Kitani, Masayuki Nakano
    • Organizer
      5^<th> European Congress for Medical and Biomedical Engineering
    • Place of Presentation
      Budapest
    • Year and Date
      2011-09-16
    • Related Report
      2011 Final Research Report
  • [Presentation] Segmentation of Nuclei in Hepatic Histological Images Using Multimodal Method2011

    • Author(s)
      Masanobu Takahashi, et al
    • Organizer
      5th European Conference of the International Federation for Medical and Biological Engineering (EMBEC2011)
    • Place of Presentation
      Budapest Congress & World Trade Center (ブダペスト)
    • Year and Date
      2011-09-16
    • Related Report
      2011 Annual Research Report
  • [Presentation] 病理診断支援システムの核抽出精度改善2011

    • Author(s)
      山田耕輔, 牧野裕希, 高橋正信, 他
    • Organizer
      映像情報メディア学会年次大会
    • Place of Presentation
      成蹊大学(東京)
    • Year and Date
      2011-08-25
    • Related Report
      2011 Annual Research Report
  • [Presentation] 細胆管細胞癌の病理(ワークショップ)2011

    • Author(s)
      中野雅行
    • Organizer
      第47回日本肝癌研究会
    • Place of Presentation
      静岡県コンベンションアーツセンター(静岡)
    • Year and Date
      2011-07-29
    • Related Report
      2011 Annual Research Report
  • [Presentation] EOB-MRIによる診断能の向上と病理診断の対比2011

    • Author(s)
      中野雅行, 他
    • Organizer
      第47回日本肝癌研究会
    • Place of Presentation
      静岡県コンベンションアーツセンター(静岡)
    • Year and Date
      2011-07-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] 早期肝細胞癌(未浸潤期を含む)の病理診断2011

    • Author(s)
      中野雅行
    • Organizer
      肝臓フォーラム(東部)
    • Place of Presentation
      東京(招待講演)
    • Year and Date
      2011-06-18
    • Related Report
      2011 Annual Research Report
  • [Presentation] マルチイメージングによる肝病理組織標本画像の核抽出2011

    • Author(s)
      小市純平, 木谷拓也, 牧野裕希, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会総合大会学生ポスターセッション
    • Place of Presentation
      東京都市大学(東京)
    • Year and Date
      2011-03-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] 肝病理組織標本画像の核抽出精度の改善2011

    • Author(s)
      牧野裕希, 高橋正信
    • Organizer
      電子情報通信学会東京支部学生会研究発表会
    • Place of Presentation
      東京電機大学(東京)
    • Year and Date
      2011-03-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチイメージングによる肝病理組織標本画像の核抽出2011

    • Author(s)
      小市純平, 木谷拓也, 高橋正信
    • Organizer
      電子情報通信学会東京支部学生会研究発表会
    • Place of Presentation
      東京電機大学(東京)
    • Year and Date
      2011-03-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] 肝病理組織標本画像のN/C比算出システム2010

    • Author(s)
      松下伸光, 高橋正信, 中野雅行
    • Organizer
      情報科学技術フォーラム(FIT2010)
    • Place of Presentation
      九州大学
    • Year and Date
      2010-09-08
    • Related Report
      2011 Final Research Report
  • [Presentation] 肝病理組織標本画像のN/C比算出2010

    • Author(s)
      松下伸光, 高橋正信, 中野雅行
    • Organizer
      第9回情報科学技術フォーラム(FIT2010)
    • Place of Presentation
      九州大学(福岡)
    • Year and Date
      2010-09-08
    • Related Report
      2010 Annual Research Report
  • [Presentation] Multimodal Method for Cell Membrane Extraction in Hepatic Histological Images2010

    • Author(s)
      Nobumitsu Matsushita, Masanobu Takahashi, Masayuki Nakano
    • Organizer
      32^<th> Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      Buenos Aires
    • Year and Date
      2010-09-03
    • Related Report
      2011 Final Research Report
  • [Presentation] Multimodal Method for Cell Membrane Extraction in Hepatic Histological Images2010

    • Author(s)
      Nobumitsu Matsushita, Masanobu Takahashi, Masayuki Nakano
    • Organizer
      32th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2010)
    • Place of Presentation
      ホテルシェラトン(ブエノスアイレス)
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] マルチイメージングによる肝病理組織標本画像のN/C比算出2010

    • Author(s)
      松下伸光, 高橋正信
    • Organizer
      電子情報通信学会総合大会学生ポスターセッション
    • Place of Presentation
      東北大学(仙台)
    • Year and Date
      2010-03-18
    • Related Report
      2009 Annual Research Report
  • [Presentation] 肝病理組織標本画像のN/C比算出2010

    • Author(s)
      松下伸光, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会東京支部学生会研究発表会
    • Place of Presentation
      東京電機大学(東京)
    • Year and Date
      2010-03-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] 早期肝細胞癌向け病理診断支援システム2009

    • Author(s)
      谷本泰章, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      九州工業大学
    • Year and Date
      2009-09-16
    • Related Report
      2011 Final Research Report
  • [Presentation] 早期肝細胞癌向け病理診断支援システム2009

    • Author(s)
      谷本泰章, 高橋正信, 中野雅行
    • Organizer
      電子情報通信学会 医用画像研究会
    • Place of Presentation
      九州工業大学(福岡)
    • Year and Date
      2009-09-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] Extracting Morphometric Features from Histopathologic Images of Liver2009

    • Author(s)
      Masanobu Takahashi, Yasuaki Tanimoto, Masayuki Nakano
    • Organizer
      World Congress on Medical Physics and Biomedical Engineering(WC2009)
    • Place of Presentation
      Munich
    • Year and Date
      2009-09-09
    • Related Report
      2011 Final Research Report
  • [Presentation] New Feature for Histopathologic Diagnosis of Early Hepatocellular Carcinoma-Degree of Nuclear Concentration-2009

    • Author(s)
      Yasuaki Tanimoto, Masanobu Takahashi, Kengo Oguruma, Masayuki Nakano
    • Organizer
      World Congress on Medical Physics and Biomedical Engineering(WC2009)
    • Place of Presentation
      Munich
    • Year and Date
      2009-09-09
    • Related Report
      2011 Final Research Report
  • [Presentation] Extracting Morphometric Features from Histopathologic Images of Liver2009

    • Author(s)
      高橋正信, 谷本泰章, 中野雅行
    • Organizer
      World Congress on Medical Physics and Biomedical Engineering(WC2009)
    • Place of Presentation
      国際会議場(ミュンヘン)
    • Year and Date
      2009-09-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] New Feature for Histopathologic Diagnosis of Early Hepatocellular Carcinoma -Degree of Nuclear Concentration-2009

    • Author(s)
      Yasuaki Tanimoto, Masanobu Takahashi, Kengo Oguruma, Masayuki Nakano
    • Organizer
      World Congress on Medical Physics and Biomedical Engineering(WC2009)
    • Place of Presentation
      国際会議場(ミュンヘン)
    • Year and Date
      2009-09-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] 早期肝細胞癌の組織診断支援システム(核の円形度、核密度等)の開発2009

    • Author(s)
      中野雅行, 高橋正信
    • Organizer
      日本病理学会
    • Place of Presentation
      京都国際会議場(京都)
    • Year and Date
      2009-05-30
    • Related Report
      2009 Annual Research Report
  • [Presentation] 早期肝細胞癌の診断のための新異型の開発2009

    • Author(s)
      高橋正信, 中野雅行
    • Organizer
      日本病理学会
    • Place of Presentation
      京都国際会議場
    • Year and Date
      2009-05-03
    • Related Report
      2011 Final Research Report
  • [Presentation] 早期肝細胞癌の組織診断支援システム(核の円形度,核密度等)の開発2009

    • Author(s)
      中野雅行, 高橋正信
    • Organizer
      日本病理学会
    • Place of Presentation
      京都国際会議場
    • Year and Date
      2009-05-03
    • Related Report
      2011 Final Research Report
  • [Presentation] 早期肝細胞癌の診断のための新異型の開発2009

    • Author(s)
      高橋正信, 中野雅行
    • Organizer
      日本病理学会
    • Place of Presentation
      京都国際会議場(京都)
    • Year and Date
      2009-05-03
    • Related Report
      2009 Annual Research Report
  • [Book] これでわかる!慢性肝炎の治療戦略肝癌を防ぐためのマネジメント2011

    • Author(s)
      井廻道夫(企画), 中野雅行, 他
    • Publisher
      羊土社
    • Related Report
      2011 Final Research Report
  • [Book] これでわかる!慢性肝炎の治療戦略肝癌を防ぐためのマネジメント2011

    • Author(s)
      井廻道夫(企画), 中野雅行
    • Publisher
      羊土社
    • Related Report
      2011 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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