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Development of tumor tracking radiotherapy by using a new algorithm for markerless MV-X ray imaging

Research Project

Project/Area Number 24659554
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeSingle-year Grants
Research Field Radiation science
Research InstitutionHirosaki University

Principal Investigator

TAKAI Yoshihiro  弘前大学, 医学(系)研究科(研究院), 教授 (50107653)

Co-Investigator(Kenkyū-buntansha) HOMMA Noriyasu  東北大学, 大学院医学系研究科, 教授 (30282023)
NARITA Yuichiro  弘前大学, 大学院医学研究科, 講師 (30311385)
Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2013: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2012: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords高精度放射線治療 / 追尾照射法 / マーカーレス追尾法 / MVX線画像 / 位置予測アルゴリズム / 放射線治療 / 追跡照射 / MLC追跡 / EPID
Research Abstract

We developed a new algorithm to track lung tumor motion without implanted fiducial markers by using MV X-ray fluoroscopy for a real-time image-guided radiotherapy. A core innovation of the new algorithm is to extract or "de-superimpose" a moving tumor component from the MX X-ray fluoroscopic sequence. The fluoroscopic intensity is the superimposition of intensities caused by objects passed through by the X-ray. The de-superimposition problem for more than two objects is thus ill-posed, but it can be transformed into a well-posed one by temporally accumulating constraints that must be satisfied by the de-superimposed moving tumor component and the rest of the intensity components. We clarified that a low sampling rate of the MV X-ray imaging system affects badly on the imaging quality such as blurring when the tumor moves faster. To avoid such blurring, a de-blurring technique has been developed by using tumor motion prediction. 3-D tracking method were also developed using MV and kV.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (28 results)

All 2014 2013 2012 Other

All Journal Article (12 results) (of which Peer Reviewed: 11 results) Presentation (14 results) (of which Invited: 3 results) Book (2 results)

  • [Journal Article] A Faster 1-D Phase-Only Correlation-Based Method for Estimations of Translations, Rotation and Scaling in Images2014

    • Author(s)
      X. Zhang, N. Homma, K. Ichiji, M. Abe, N. Sugita, M. Yoshizawa
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: Vol.E97-A, No.3 Pages: 809-819

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] MLC Trackingのための呼吸性肺腫瘍移動の予測法2014

    • Author(s)
      本間経康,髙井良尋,市地慶,張暁勇,成田雄一郎
    • Journal Title

      Rad Fan

      Volume: Vol.12, No.3 Pages: 97-100

    • Related Report
      2013 Final Research Report
  • [Journal Article] A Faster 1-D Phase-Only Correlation-Based Method for Estimations of Translations, Rotation and Scaling in Images2014

    • Author(s)
      3. X. Zhang, N. Homma, K. Ichiji, M. Abe, N. Sugita, M. Yoshizawa
    • Journal Title

      IEICE Trans. Fundamentals

      Volume: E97-A No.3 Pages: 809-819

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Time Varying Seasonal Autoregressive Model Based Prediction of Respiratory Motion for Tumor Following Radiotherapy2013

    • Author(s)
      Kei Ichiji, Noriyasu Homma, Masao Sakai, Yuichiro Narita, Yoshihiro Takai, Xiaoyong Zhang, Makoto Abe, Norihiro Sugita and Makoto Yoshizawa
    • Journal Title

      Computational and Mathematical Methods in Medicine

      Volume: Vol.2013, Article ID 390325 Pages: 9-9

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Markerless Lung Tumor Motion Tracking by Dynamic Decomposition of X-ray Image Intensity2013

    • Author(s)
      N. Homma, Y. Takai, H. Endo, K. Ichiji, Y. Narita, X. Zhang, M. Sakai, M. Osanai, M. Abe, N. Sugita, M. Yoshizawa
    • Journal Title

      Journal of Medical Engineering

      Volume: Vol.2013, Article ID 340821 Pages: 8-8

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Time Varying Seasonal Autoregressive Model Based Prediction of Respiratory Motion for Tumor Following Radiotherapy2013

    • Author(s)
      1. Kei Ichiji, Noriyasu Homma, Masao Sakai, Yuichiro Narita, Yoshihiro Takai, Xiaoyong Zhang, Makoto Abe, Norihiro Sugita and Makoto Yoshizawa
    • Journal Title

      Computational and Mathematical Methods in Medicine

      Volume: 2013 article ID 390325

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Markerless Lung Tumor Motion Tracking by Dynamic Decomposition of X-ray Image Intensity2013

    • Author(s)
      2. N. Homma, Y. Takai, H. Endo, K. Ichiji, Y. Narita, X. Zhang, M. Sakai, M. Osanai, M. Abe, N. Sugita, M. Yoshizawa
    • Journal Title

      Journal of Medical Engineering

      Volume: 2013 article ID 340821

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effects of radiation on the maturation of megakaryocytes.2013

    • Author(s)
      Hirose K, Monzen S, Yoshino H, Sato H, Aoki M, Hatayama Y, Kawaguchi H, Sato M, Narita Y, Takai Y, Kashiwakura I
    • Journal Title

      J Radiat Res

      Volume: Epub

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Lung Tumor Motion Estimation Using 3-D Phase Correlation for Radiotherapy Treatment2012

    • Author(s)
      Xiaoyong ZHANG, Noriyasu HOMMA, Yoshihiro TAKAI, Yuichiro NARITA, Makoto ABE, Norihiro SUGITA, and Makoto YOSHIZAWA
    • Journal Title

      Proc. SICE Annual Conference 2012

      Volume: 2012 Pages: 754-758

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Respiratory Motion Prediction for Tumor Following Radiotherapy by using Time-variant Seasonal Autoregressive Techniques2012

    • Author(s)
      Kei Ichiji, Noriyasu Homma, Masao Sakai, Yoshihiro Takai, Yuichiro Marita, Makoto Abe, Norihiro Sugita, Makoto Yoshizawa
    • Journal Title

      Proc. 34th IEEE EMBC 2012

      Volume: 2012 Pages: 6028-6031

    • DOI

      10.1109/embc.2012.6347368

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Megakaryocytic differentiation in human chronic myelogenous leukemia K562 cells induced by ionizing radiation in combination with phorbol 12-myristate 13-acetate.2012

    • Author(s)
      Hirose K, Monzen S, Sato H, Sato M, Aoki M, Hatayama Y, Kawaguchi H, Narita Y, Takai Y, Kashiwakura I
    • Journal Title

      J Radiat Res

      Volume: Epub

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Treatment outcome of high-dose image-guided intensity-modulated radiotherapy using intraprostatefiducial markers for2012

    • Author(s)
      Takeda K
    • Journal Title

      Radiaiton Oncology

      Volume: 7 Issue: 1 Pages: 105-105

    • DOI

      10.1186/1748-717x-7-105

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] マーカレス動体追尾照射システムの開発2014

    • Author(s)
      本間経康、酒井正夫、張暁勇、市地慶、澁澤直樹、吉田裕輔、阿部誠、杉田典大、吉澤誠、成田雄一郎、高井良尋
    • Organizer
      第27回日本高精度放射線外部照射研究会
    • Place of Presentation
      東京
    • Year and Date
      2014-02-22
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] マーカレス動体追尾照射のための汎用型リニアック制御システムの開発に向けて,シンポジウム 9:動体追跡照射/リアルタイムモニタリングの現状と未来2013

    • Author(s)
      本間経康、酒井正夫、張暁勇、市地慶、澁澤直樹、吉田裕輔、阿部誠、杉田典大、吉澤誠、成田雄一郎、高井良尋
    • Organizer
      日本放射線腫瘍学会第26回学術大会
    • Place of Presentation
      青森
    • Year and Date
      2013-10-20
    • Related Report
      2013 Final Research Report
    • Invited
  • [Presentation] A Kernel-Based Method for Real-Time Markerless Tumor Tracking in Fluoroscopic Image Sequence2013

    • Author(s)
      X. Zhang, N. Homma, Y. Takai, Y. Narita, K. Ichiji, M. Abe, N. Sugita, M. Yoshizawa
    • Organizer
      SICE Annual Conference 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] A Kernel-Based Method for Non-Rigid Tumor Tracking in KV Image Sequence2013

    • Author(s)
      X. Zhang, N. Homma, K. Ichiji, Y. Takai, Y. Narita, M. Abe, N. Sugita, M. Yoshizawa
    • Organizer
      American Association of Physicists in Medicine 55th Annual Meeting
    • Place of Presentation
      Indianapolis, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] A Kernel-Based Method for Non-Rigid Tumor Tracking in KV Image Sequence2013

    • Author(s)
      1. X. Zhang, N. Homma, K. Ichiji, Y. Takai, Y. Narita, M. Abe, N. Sugita, M Yoshizawa
    • Organizer
      American Association of Physicists in Medicine 55th Annual Meeting
    • Place of Presentation
      Indianapolis(アメリカ)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Moving Object Segmentation in Surveillance Video Based on Adaptive Mixtures2013

    • Author(s)
      3. X. Zhang, N. Homma, K. Ichiji, M. Abe, N. Sugita, M. Yoshizawa
    • Organizer
      SICE Annual Conference 2013
    • Place of Presentation
      Nagoya
    • Related Report
      2013 Annual Research Report
  • [Presentation] MLC可変動体追尾その 2:追尾遅延に伴う腫瘍内線量誤差の評価2012

    • Author(s)
      成田雄一郎、若生愛奏、本間経康、市地慶、張暁勇、細川洋一郎、高井良尋
    • Organizer
      第25回日本放射線腫瘍学会学術大会
    • Place of Presentation
      東京
    • Year and Date
      2012-11-23
    • Related Report
      2013 Final Research Report
  • [Presentation] 3-D Fourier-Based Volumetric Registration for Estimating Intra-Fractional Lung Tumor Motion2012

    • Author(s)
      Xiaoyong Zhang, Noriyasu Homma, Yoshihiro Takai, Yuichiro Narita, Makoto Yoshizawa
    • Organizer
      AAPM 55th Annual Meeting, Medical Physics
    • Place of Presentation
      Charlotte, USA
    • Year and Date
      2012-07-29
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] An Extended Time-Variant Seasonal Autoregressive Model-Based Prediction for Irregular Breathing Motion Tracking2012

    • Author(s)
      K. Ichiji, N. Homma, M. Sakai, Y. Narita, Y. Takai, M. Yoshizawa
    • Organizer
      AAPM 55th Annual Meeting, Medical Physics
    • Place of Presentation
      Charlotte, USA
    • Year and Date
      2012-07-29
    • Related Report
      2013 Final Research Report 2012 Research-status Report
  • [Presentation] Radiation-Induced Rib Fracture after Hypofractionated Stereotactic Body Radiotherapy for Patients with Peripheral Lung Tumor: Impact of the Maximum Dose and the Fraction Size2012

    • Author(s)
      M. Aoki, M. Sato, Y. Narita, K. Hirose, H. Kawaguchi, Y. Hatayama, Y. Takai
    • Organizer
      The 54th Annual Meeting of the ASTRO
    • Place of Presentation
      Boston, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Radiation-Induced Rib Fracture after Hypofractionated Stereotactic BodyRadiotherapy for Patients with Peripheral Lung Tumor:Impact of the Maximum Dose and the Fraction Size.2012

    • Author(s)
      M.Aoki,M.Sato,Y.Narita,K.Hirose,H.Kawaguchi,Y.Hatayama,Y.Takai
    • Organizer
      The 54th Annual meeting of the ASTRO
    • Place of Presentation
      Boston, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] Efficacy and safety of high dose accelerated hyperfractionated radiotherapy alone for early glottic carcinoma.2012

    • Author(s)
      H.Kawaguchi,M.Aoki,M.Sato,K.Hirose,Y.Hatayama,Y.Narita,Y.Takai
    • Organizer
      The 54th Annual meeting of the ASTRO
    • Place of Presentation
      Boston, USA
    • Related Report
      2012 Research-status Report
  • [Presentation] マーカレス動体追尾照射のための汎用型リニアック制御システムの開発に向けて

    • Author(s)
      4. 本間 経康、酒井 正夫、張 暁勇、市地 慶、澁澤 直樹、吉田 裕輔、阿部 誠、杉田 典大、吉澤 誠、成田 雄一郎、高井 良尋
    • Organizer
      日本放射線腫瘍学会第26回学術大会
    • Place of Presentation
      青森
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] MLC可変動体追尾 その2:4Dファントムの幾何学的駆動精度とMLC同期駆動精度の評価

    • Author(s)
      若生愛奏、成田雄一郎、本間経康、市地 慶、張暁勇、細川洋一郎、髙井良尋
    • Organizer
      第25回日本放射線腫瘍学会学術大会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Book] "Fundamentals of Higher Order Neural Networks for Modeling and Simulation," in: Ming Zhang (Ed.), Artificial Higher Order Neural Networks for Modeling and Simulation2012

    • Author(s)
      Madan M. Gupta, Ivo Bukovsky, Noriyasu Homma, Ashu M. G. Solo, and Zeng-Guang Hou
    • Publisher
      Information Science Reference, Hershey, PA
    • Related Report
      2013 Final Research Report
  • [Book] Artificial Higher Order Neural Networks for Modeling and Simulation, Information Science Reference2012

    • Author(s)
      1. Madan M. Gupta, Ivo Bukovsky, Noriyasu Homma, Ashu M. G. Solo, and Zeng-Guang Hou
    • Total Pages
      454
    • Publisher
      Hershey
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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