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Development of HIgh-Accuracy Image Analysis Techniques for Tumor Analysis Using Ultrasound Images

Research Project

Project/Area Number 16K12452
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Perceptual information processing
Research InstitutionTohoku University

Principal Investigator

Ito Koichi  東北大学, 情報科学研究科, 助教 (70400299)

Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2017: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords画像 / 超音波画像 / 腫瘍解析 / 医用画像処理 / 造影剤検出
Outline of Final Research Achievements

This project developed an image analysis technique to evaluate cancer tumors from contrast-enhanced ultrasound images. The developed technique consists of spatiotemporal filters, motion estimation and statistical analysis to detect small contrast agents in ultrasound images. Through a set of experiments using mice, the developed technique is useful for observing temporal changes in microvessel density in subiliac lymph nodes containing tumors. The results are compared with those of contrast-enhanced computed tomography.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (14 results)

All 2017 2016

All Journal Article (6 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 6 results,  Open Access: 1 results) Presentation (8 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Probe localization using structure from motion for 3D ultrasound image reconstruction2017

    • Author(s)
      Shuya Ito
    • Journal Title

      Proceedings of the IEEE International Symposium on Biomedical Imaging 2017

      Volume: - Pages: 68-71

    • DOI

      10.1109/isbi.2017.7950470

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A probe-camera system for 3D ultrasound image reconstruction2017

    • Author(s)
      Koichi Ito
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 10549 Pages: 129-137

    • DOI

      10.1007/978-3-319-67552-7_16

    • ISBN
      9783319675510, 9783319675527
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantitative analysis of contrast-enhanced ultrasound imaging in invasive breast cancer: a novel technique to obtain histopathological information of microvessel density2017

    • Author(s)
      Mori N, Mugikura S, Takahashi S, Ito K, Takasawa C, Li L, Miyashita M, ko Kasajima A, Mori Y, Ishida T, Kodama T, Takase K
    • Journal Title

      Ultrasound Med Biol

      Volume: 43(3) Issue: 3 Pages: 607-614

    • DOI

      10.1016/j.ultrasmedbio.2016.11.009

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Freehand 3D ultrasound volume reconstruction using an accurate probe localization method2017

    • Author(s)
      Shuya Ito
    • Journal Title

      Proceedings of the International Forum on Medical Imaging in Asia 2017

      Volume: - Pages: 48-51

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] 3D reconstruction of human body using structure from motion for 3D medical imaging2016

    • Author(s)
      Shuya Ito
    • Journal Title

      Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Quantitative analysis of contrast-enhanced ultrasound imaging in invasive breast cancer: A novel technique using enhancement area ratio to predict histopathological microvessel density2016

    • Author(s)
      Naoko Mori
    • Journal Title

      Proceedings of the Radiological Society of North America 2016

      Volume: -

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] Probe localization using structure from motion for 3D ultrasound image reconstruction2017

    • Author(s)
      Koichi Ito
    • Organizer
      IEEE International Symposium on Biomedical Imaging 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A probe-camera system for 3D ultrasound image reconstruction2017

    • Author(s)
      Koichi Ito
    • Organizer
      International Workshop on Point-of-Care Ultrasound
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3次元超音波画像再構成のための超音波プローブとカメラのキャリブレーションに関する検討2017

    • Author(s)
      伊藤康一
    • Organizer
      電子情報通信学会医用画像研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] プローブ・カメラシステムを用いた3次元超音波像の再構成に関する検討2017

    • Author(s)
      淀川滉也
    • Organizer
      平成29年度電気関係学会東北支部連合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 超音波プローブ・カメラシステムを用いた 3 次元復元に関する検討2017

    • Author(s)
      淀川滉也
    • Organizer
      映像情報メディア学会メディア工学研究会サマーセミナー
    • Related Report
      2017 Annual Research Report
  • [Presentation] Quantitative analysis of contrast-enhanced ultrasound imaging in invasive breast cancer: A novel technique using enhancement area ratio to predict histopathological microvessel density2016

    • Author(s)
      Naoko Mori
    • Organizer
      The Radiological Society of North America 2016
    • Place of Presentation
      シカゴ,アメリカ
    • Year and Date
      2016-11-29
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 3D reconstruction of human body using structure from motion for 3D medical imaging2016

    • Author(s)
      Shuya Ito
    • Organizer
      The 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
    • Place of Presentation
      オーランド,アメリカ
    • Year and Date
      2016-08-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 超音波プローブの自己位置推定に基づく超音波3次元像構築に関する検討2016

    • Author(s)
      伊藤 秀哉
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      名古屋,愛知,名古屋大学
    • Year and Date
      2016-05-20
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2019-03-29  

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