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Development of deformable registration method for adaptive radiotherapy

Research Project

Project/Area Number 26860397
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Medical Physics and Radiological Technology
Research InstitutionThe University of Tokyo

Principal Investigator

Magome Taiki  東京大学, 医学部附属病院, 特別研究員 (60725977)

Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
KeywordsAdaptive radiotherapy / Deformable registration / Total marrow irradiation / Database / Computed tomography / low contrast / Total Marrow irradiation / computed tomography / 全骨髄照射 / データベース / DECT / 国際情報交換 / アメリカ / TMI
Outline of Final Research Achievements

For a realization of adaptive radiation therapy, deformable registration methods were developed and evaluated using a past database of Total Marrow Irradiation (TMI). The international database of TMI was created by collaborating with the University of Minnesota, and the developed methods were used for various researches related TMI. Although one of the limitation of the TMI is it's long treatment time, the proposed methods could be useful for the reduction of the treatment time.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (27 results)

All 2016 2015 2014 Other

All Int'l Joint Research (6 results) Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 3 results) Presentation (12 results) (of which Int'l Joint Research: 4 results,  Invited: 2 results) Book (1 results) Remarks (3 results) Patent(Industrial Property Rights) (1 results)

  • [Int'l Joint Research] University of Minnesota/City of Hope Hospital(米国)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Universitair Ziekenhuis Brussel(Belgium)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Institute Curie/Paul Strauss/ICO, Nantes(France)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] University of Genoa/San Raffaele(Italy)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research] Maria Sklodowska-Curie Memorial(Poland)

    • Related Report
      2015 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Characterization of deformation and physical force in uniform low contrast anatomy and its impact on accuracy of deformable image registration2016

    • Author(s)
      Raj Varadhan, Taiki Magome, Susanta Hui
    • Journal Title

      Medical Physics

      Volume: 43 Issue: 1 Pages: 52-61

    • DOI

      10.1118/1.4937935

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Patterns of Recurrence in Malignant Glioma Patients: Association with Subventricular Zone and Radiotherapy Dose2015

    • Author(s)
      Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Keiichi Nakagawa
    • Journal Title

      Jacobs Journal of Radiation Oncology

      Volume: 2 Pages: 1-6

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Computer-Assisted Delineation of Lung Tumor Regions in Treatment Planning CT Images with PET/CT Image Sets Based on an Optimum Contour Selection Method2014

    • Author(s)
      Ze Jin, Hidetaka Arimura, Yoshiyuki Shioyama, Katsumasa Nakamura, Jumpei Kuwazuru, Taiki Magome, Hidetake Yabuuchi, Hiroshi Honda, Hideki Hirata, Masayuki Sasaki
    • Journal Title

      Journal of Radiation Research

      Volume: 55 Issue: 6 Pages: 1153-62

    • DOI

      10.1093/jrr/rru056

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Reconstruction of the treatment area by use of sinogram in helical tomotherapy2014

    • Author(s)
      Akihiro Haga, Keiichi Nakagawa, Calvin Maurer, Ken Ruchala, Edward Chao, Dylan Casey, Satoshi Kida, Dousatsu Sakata, Masahiro Nakano, Taiki Magome, Yoshitaka Masutani
    • Journal Title

      Radiation Oncology

      Volume: 9 Issue: 1 Pages: 252-252

    • DOI

      10.1186/s13014-014-0252-0

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] 類似症例に基づく放射線治療計画支援システムの開発2016

    • Author(s)
      馬込大貴, 有村秀孝, 塩山善之, 中村和正, 芳賀昭弘, 中川恵一, 平田秀紀
    • Organizer
      第29回高精度放射線外部照射部会学術大会
    • Place of Presentation
      一橋講堂(東京)
    • Year and Date
      2016-02-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] 「医療ビッグデータの将来像」 機械学習・パターン認識技術に基づく予後予測研究2016

    • Author(s)
      馬込大貴
    • Organizer
      第38回がんプロ合同セミナー
    • Place of Presentation
      東京大学(東京)
    • Year and Date
      2016-02-10
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Survival time prediction after radiotherapy for high-grade glioma patients based on machine learning technique2015

    • Author(s)
      Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, Keiichi Nakagawa
    • Organizer
      YITP International Workshop: Biological & Medical Science based on Physics
    • Place of Presentation
      京都大学(京都)
    • Year and Date
      2015-11-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Marrow Response to Chemotherapy and Radiation in Gynecologic Malignancies As Assessed by Water-Fat MRI2015

    • Author(s)
      Christopher Wilke, Taiki Magome, Luke Arentsen, Rahel Ghebre, Levi Downs, Patrick Bolan, Kathryn Dusenbery, Clifford Rosen, Jerry Froelich, Douglas Yee, Susanta Hui
    • Organizer
      ASTRO 2015
    • Place of Presentation
      San Antonio, TX(USA)
    • Year and Date
      2015-10-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Feasibility study for advanced total marrow irradiation2015

    • Author(s)
      Taiki Magome
    • Organizer
      JSPS Core-to-Core Program Training Plan for Cancer Professionals Pre-AAPM Scientific Symposium
    • Place of Presentation
      Anaheim, CA(USA)
    • Year and Date
      2015-07-11
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dose marrow recomposition2015

    • Author(s)
      Taiki Magome
    • Organizer
      Total Marrow Irradiation Workshop
    • Place of Presentation
      Paris(France)
    • Year and Date
      2015-05-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Patterns of Recurrence in Malignant Glioma Patients: Association With Neurogenic Niche and Radiation Therapy Dose2014

    • Author(s)
      Hiroshi Igaki, Taiki Magome, Madoka Sakuramachi, Akihiro Nomoto, Akira Sakumi, Mayuka Kitaguchi, Akihiro Haga, Jun Itami, Kiichi Nakagawa
    • Organizer
      ASTRO 2014
    • Place of Presentation
      San Francisco CA, USA
    • Year and Date
      2014-09-01
    • Related Report
      2014 Research-status Report
  • [Presentation] Prediction of survival time after radiotherapy based on artificial neural network, Dose reconstruction with daily MVCT in total marrow irradiation, Simulation of total hematopoietic marrow irradiation2014

    • Author(s)
      Taiki Magome
    • Organizer
      The University of Minnesota, The University of Tokyo, Osaka University Scientific symposium
    • Place of Presentation
      Minneapolis MN, USA
    • Year and Date
      2014-07-25
    • Related Report
      2014 Research-status Report
  • [Presentation] Comparison of Survival-Time Prediction Models After Radiotherapy for High-Grade Glioma Patients Based On Clinical and DVH Features2014

    • Author(s)
      Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, Keiichi Nakagawa
    • Organizer
      56th AAPM Annual Meeting
    • Place of Presentation
      Austin TX, USA
    • Year and Date
      2014-07-24
    • Related Report
      2014 Research-status Report
  • [Presentation] Reconstruction of the Treatment Area by Use of Sinogram in Helical Tomotherapy2014

    • Author(s)
      Akihiro Haga , Keiichi Nakagawa, Calvin Maurer, Ken Ruchala, Edward Chao, Dylan Casey, Satoshi Kida, Dousatsu Sakata, Taiki Magome, Masahiro Nakano, Yoshitaka Masutani
    • Organizer
      56th AAPM Annual Meeting
    • Place of Presentation
      Austin TX, USA
    • Year and Date
      2014-07-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Photoelectric cross sections based on the Hartree-Fock calculation2014

    • Author(s)
      Akihiro Haga, Jun’ichi Kotoku, Yataro Horikawa, Dousatsu Sakata, Taiki Magome, and Keiichi Nakagawa
    • Organizer
      107回日本医学物理学会学術大会
    • Place of Presentation
      パシフィコ横浜, 神奈川県
    • Year and Date
      2014-04-12
    • Related Report
      2014 Research-status Report
  • [Presentation] Preliminary study for prediction of survival time after radiotherapy for high-grade glioma patients based on clinical and DVH features2014

    • Author(s)
      Taiki Magome, Akihiro Haga, Hiroshi Igaki, Noriyasu Sekiya, Yoshitaka Masutani, Akira Sakumi, Akitake Mukasa, and Keiichi Nakagawa
    • Organizer
      第107回日本医学物理学会学術大会
    • Place of Presentation
      パシフィコ横浜, 神奈川県
    • Year and Date
      2014-04-10
    • Related Report
      2014 Research-status Report
  • [Book] Computer-assisted treatment planning approaches for SBRT in Image‐Based Computer‐Assisted Radiation Therapy2016

    • Author(s)
      Taiki Magome
    • Publisher
      Springer
    • Related Report
      2015 Annual Research Report
  • [Remarks] 東京大学医学部附属病院 放射線科 放射線治療部門

    • URL

      http://www.u-tokyo-rad.jp/

    • Related Report
      2015 Annual Research Report
  • [Remarks] 東京大学医学部附属病院放射線科放射線治療部門ホームページ

    • URL

      http://www.u-tokyo-rad.jp/

    • Related Report
      2014 Research-status Report
  • [Remarks] ミネソタ大学Hui研究室ホームページ

    • URL

      http://www.tc.umn.edu/~huixx019/index.html

    • Related Report
      2014 Research-status Report
  • [Patent(Industrial Property Rights)] 画像処理装置及び画像処理方法2015

    • Inventor(s)
      芳賀昭弘,馬込大貴,中川恵一
    • Industrial Property Rights Holder
      芳賀昭弘,馬込大貴,中川恵一
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2015-246604
    • Filing Date
      2015-12-07
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2022-01-27  

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