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Analysis of cancer lymph node metastasis using iinformation science technology.

Research Project

Project/Area Number 20591489
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Radiation science
Research InstitutionHokkaido University

Principal Investigator

ONIMARU Rikiya  Hokkaido University, 大学院・医学研究科, 講師 (80374461)

Co-Investigator(Kenkyū-buntansha) MIZUTA Masahiro  北海道大学, 情報基盤センター, 教授 (70174026)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Keywords放射線治療 / リンパ節転移 / データ・マイニング / 頭頚部癌 / 総治療期間 / 再照射 / 情報学的手法 / 強度変調放射線治療 / 1回線量
Research Abstract

(1) Analysis of cervical lymph node metastasis of head and neck cancer.
We evaluated patterns of lymph node metastasis. We found clinically meaningful rules of patterns. It may be suggested that this method is hopeful for investigation.
(2) Analysis of effect of overall treatment time on treatment results of T1N0 glottic carcinoma.
We conducted retrospective analysis of T1N0 glottic carcinoma. It is suggested that OTT is important factor for LCR.
(3) Analysis of reirradiation for recurrent nasopharyngeal carcinoma.
We conducted retrospective analysis of reirradiation for recurrent nasopharyngeal carcinoma. Reirradiation may be one of the treatment for recurrent nasopharyngeal carcinoma.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (58 results)

All 2011 2010 2009 2008

All Journal Article (26 results) (of which Peer Reviewed: 22 results) Presentation (32 results)

  • [Journal Article] Radiotherapy for glottic T1N0 carcinoma with slight hypofractionation and standard overall treatment time: importance of overall treatment time.2011

    • Author(s)
      Onimaru R, Hasegawa M, Yasuda K, Homma A, Oridate N, Fukuda S, Shirato H.
    • Journal Title

      Japanese Journal of Clinical Oncology. Vol 41

      Pages: 103-109

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Radiotherapy for glottic T1N0 carcinoma with slight hypofractionation and standard overall treatment time : importance of overall treatment time.2011

    • Author(s)
      Onimaru R, Hasegawa M, Yasuda K, Homma A, Oridate N, Fukuda S, Shirato H.
    • Journal Title

      Japanese Journal of Clinical Oncology

      Volume: 41 Pages: 103-109

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 区間値関数データに対する主成分分析法の提案2010

    • Author(s)
      池田智康、小宮由里子、南弘征、水田正弘
    • Journal Title

      応用統計学 39巻

      Pages: 21-33

    • NAID

      10026049130

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 分布値データに対する階層的シンボリッククラスタリングについて2010

    • Author(s)
      片山琴絵, 南弘征, 水田正弘
    • Journal Title

      計算機統計学 22巻

      Pages: 83-89

    • NAID

      110007619730

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] On Multiple-Case Diagnostics in Linear Subspace Method2010

    • Author(s)
      Kuniyoshi Hayashi, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      COMPSTAT'2010 19巻

      Pages: 22-27

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 区間値関数データに対する主成分分析法の提案2010

    • Author(s)
      池田智康、小宮由里子、南弘征、水田正弘
    • Journal Title

      応用統計学

      Volume: 39-1 Pages: 21-33

    • NAID

      10026049130

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 分布値データに対する階層的シンボリッククラスタリングについて2010

    • Author(s)
      片山琴絵, 南弘征, 水田正弘
    • Journal Title

      計算機統計学

      Volume: 22-2 Pages: 83-89

    • NAID

      110007619730

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Multiple-Case Diagnostics in Linear Subspace Method2010

    • Author(s)
      Kuniyoshi Hayashi, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      COMPSTAT'2010

      Volume: 19 Pages: 22-27

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 北海道大学病院での頭頚部癌に対する強度変調放射線治療の成績2009

    • Author(s)
      鬼丸力也、長谷川雅一, 他
    • Journal Title

      頭頚部癌 35巻

      Pages: 245-249

    • Related Report
      2010 Final Research Report
  • [Journal Article] 強度変調放射線治療(intensity modulated radiotherapy ; IMRT)2009

    • Author(s)
      鬼丸力也、木下留美子
    • Journal Title

      ENTONI 103巻

      Pages: 14-20

    • Related Report
      2010 Final Research Report
  • [Journal Article] 北海道大学病院での頭頚部癌に対する強度変調放射線治療の成績2009

    • Author(s)
      鬼丸力也, 長谷川雅一, 他
    • Journal Title

      頭頚部癌 35

      Pages: 245-249

    • Related Report
      2009 Annual Research Report
  • [Journal Article] 強度変調放射線治療(intensity modulated radiotherapy ; IMRT)2009

    • Author(s)
      鬼丸力也, 木下留美子
    • Journal Title

      ENTONI 103

      Pages: 14-20

    • Related Report
      2009 Annual Research Report
  • [Journal Article] ランダム関数の関数主要点と関数クラスタリングについて2009

    • Author(s)
      清水信夫, 水田正弘
    • Journal Title

      計算機統計学 21

      Pages: 1-13

    • NAID

      110007333718

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 相対射影追跡法の関数データへの拡張2009

    • Author(s)
      弘新太郎, 南弘征, 水田正弘
    • Journal Title

      計算機統計学 21

      Pages: 15-28

    • NAID

      110007333717

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ランダム関数の関数主要点と関数クラスタリングについて2009

    • Author(s)
      清水信夫, 水田正弘
    • Journal Title

      計算機統計学 21(1-2)

      Pages: 1-13

    • NAID

      110007333718

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 相対射影追跡法の関数データへの拡張2009

    • Author(s)
      弘新太郎, 南弘征, 水田正弘
    • Journal Title

      計算機統計学 21(1-2)

      Pages: 15-28

    • NAID

      110007333717

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Clinical Outcomes of Stereotactic Body Radiotherapy for Small Lung Lesions Clinically Diagnosed as Primary Lung Cancer on Radiologic Examination2009

    • Author(s)
      Inoue T, Shimizu S, Onimaru R, Takeda A, Onishi H, Nagata Y, Kimura T, Karasawa K, Arimoto T, Hareyama M, Kikuchi E, Shirato H
    • Journal Title

      Int J Radiat Oncol Biol Phys (in press)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Functional Principal Points and Functional Cluster Analysis.2008

    • Author(s)
      Nobuo Shimizu, Masahiro Mizuta
    • Journal Title

      Computational Intelligence Paradigms,: Innov. Applications SCI 137

      Pages: 149-165

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Principal Component Analysis for Modal Interval-Valued Data2008

    • Author(s)
      Atsushi Hamada, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      IASC2008 Vol1

      Pages: 512-519

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Extension of Functional PCA to Interval-Valued Functional Data2008

    • Author(s)
      池田智康, 小宮由里子, 南弘征, 水田正弘
    • Journal Title

      IASC2008 Vol1

      Pages: 640-647

    • NAID

      10026049130

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Auto Regression Analysis for Symbolic Distribution-Valued Data2008

    • Author(s)
      Kazuma Takahashi, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      IASC2008 Vol1

      Pages: 1479-1483

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Real-time tumor-tracking radiotherapy for adrenal tumors2008

    • Author(s)
      KatohN, Onimaru R, SakuharaY, Abo D, Shimizu S, Taguchi H, Watanabe Y, Shinohara N, Ishikawa M, Shirato H
    • Journal Title

      Radiother Oncol 87

      Pages: 418-424

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Functional Principal Points and Functional Cluster Analysis2008

    • Author(s)
      Nobuo Shimizu and Masahiro Mizuta
    • Journal Title

      Computational Intelligence Paradigms, : Innov. Applications SCI137

      Pages: 149-165

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Principal Component Analysis for Modal Interval-Valued Data2008

    • Author(s)
      Atsushi Hamada, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      IASC2008 1

      Pages: 512-519

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Extension of Functional PCA to Interval-Valued Functional Data2008

    • Author(s)
      Tomoyasu Ikeda, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      IASC2008 1

      Pages: 640-647

    • NAID

      10026049130

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Auto Regression Analysis for Symbolic Distribution-Valued Data2008

    • Author(s)
      Kazuma Takahashi, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Journal Title

      IASC2008 1

      Pages: 1479-1483

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] 放射線治療を受けた舌癌患者のリンパ節転移・再発のパターン2010

    • Author(s)
      鬼丸力也、安田耕一、西川昇、白土博樹
    • Organizer
      第23回日本放射線腫瘍学会
    • Place of Presentation
      東京
    • Year and Date
      2010-11-19
    • Related Report
      2010 Final Research Report
  • [Presentation] 放射線治療を受けた舌癌患者のリンパ節転移・再発のパターン2010

    • Author(s)
      鬼丸力也、安田耕一、西川昇、白土博樹
    • Organizer
      日本放射線腫瘍学会第23回学術大会
    • Place of Presentation
      東京ベイ舞浜ホテルクラブリゾート(千葉県)
    • Year and Date
      2010-11-19
    • Related Report
      2010 Annual Research Report
  • [Presentation] 声門癌(T1N0)に対する北大病院での放射線治療成績2010

    • Author(s)
      鬼丸力也、安田耕一、長谷川雅一、白土博樹弘樹
    • Organizer
      第123回日本医学放射線学会北日本地方会
    • Place of Presentation
      仙台
    • Year and Date
      2010-10-15
    • Related Report
      2010 Final Research Report
  • [Presentation] 声門癌(T1N0)に対する北大病院での放射線治療成績2010

    • Author(s)
      鬼丸力也、安田耕一、長谷川雅一、白土博樹
    • Organizer
      第123 回日本医学放射線学会北日本地方会
    • Place of Presentation
      艮陵会館(宮城県)
    • Year and Date
      2010-10-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] A Knowledge Engineering applied Symbolic Data Analysis.2010

    • Author(s)
      Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKl) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe 大学 (Karlsruhe)
    • Year and Date
      2010-07-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Analysis of Distribution Valued Data and its Applications2010

    • Author(s)
      Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKl) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe 大学 (Karlsruhe)(招待講演)
    • Year and Date
      2010-07-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Analysis of Distribution Valued Data and its Applications2010

    • Author(s)
      Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKI) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe大学(Karlsruhe)トイツ 招待講演
    • Year and Date
      2010-07-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] A Knowledge Engineering applied Symbolic Data Analysis2010

    • Author(s)
      Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKI) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe大学(Karlsruhe)トイツ
    • Year and Date
      2010-07-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] Inference of user preferences from logging GPS data.2010

    • Author(s)
      Masanori Fujita, Shinji Morishita, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKl) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe 大学 (Karlsruhe)
    • Year and Date
      2010-07-22
    • Related Report
      2010 Final Research Report
  • [Presentation] Inference of user preferences from logging GPS data2010

    • Author(s)
      Masanori Fujita, Shinji Morishita, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      34th Annual Conference of the German Classification Society (GfKI) and International Symposium on the Data Analysis Interface
    • Place of Presentation
      Karlsruhe大学(Karlsruhe)トイツ
    • Year and Date
      2010-07-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Interval Data and Distribution Data2010

    • Author(s)
      Masahiro Mizuta
    • Organizer
      The 1st International Conference for Industrial Statistics and Bioinformatics Current Issues in Industrial Statistics and Bioinformatics
    • Place of Presentation
      Chung-Ang University(Seoul)(招待講演)
    • Year and Date
      2010-06-29
    • Related Report
      2010 Final Research Report
  • [Presentation] Interval Data and Distribution Data2010

    • Author(s)
      Masahiro Mizuta
    • Organizer
      The 1st International Conference for Industrial Statistics and Bioinformatics Current Issues in Industrial Statistics and Bioinformatics
    • Place of Presentation
      Chung-Ang University(Seoul) 招待講演
    • Year and Date
      2010-06-29
    • Related Report
      2010 Annual Research Report
  • [Presentation] 上咽頭癌再発症例に対する再照射例の検討2010

    • Author(s)
      鬼丸力也、白土博樹、安田耕一、西川昇、米山里奈、本間明宏、折館伸彦、福田諭
    • Organizer
      第122回日本医学放射線学会北日本地方会
    • Place of Presentation
      山形
    • Year and Date
      2010-06-25
    • Related Report
      2010 Final Research Report
  • [Presentation] 上咽頭癌再発症例に対する再照射例の検討2010

    • Author(s)
      鬼丸力也、安田耕一、西川昇、米山理奈、本間明宏、折舘信彦, 他
    • Organizer
      第122回日本医学放射線学会北日本地方会
    • Place of Presentation
      ホテルキャッスル山形(山形県)
    • Year and Date
      2010-06-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] Discriminant Analysis for Distribution Valued Data2010

    • Author(s)
      Masahiro Mizuta, Hiroyuki Minami
    • Organizer
      The 30th International Symposium of Forecasting
    • Place of Presentation
      Manchester Grand Hyatt, (San Diego)
    • Year and Date
      2010-06-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Discriminant Analysis for Distribution Valued Data2010

    • Author(s)
      Masahiro Mizuta, Hiroyuki Minami
    • Organizer
      The 30th International Symposium of Forecasting
    • Place of Presentation
      Manchester Grand Hyatt, (San Diego)米国
    • Year and Date
      2010-06-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] Adaptive Sensitivity Analysis and its Simulation Study The Spring Conference2010

    • Author(s)
      Kuniyoshi HAYASHI, Hiroyuki MINAMI, Masahiro MIZUTA
    • Organizer
      The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daejeon)
    • Year and Date
      2010-05-22
    • Related Report
      2010 Final Research Report
  • [Presentation] Case Study on Trends of Consumers from House Card Data The Spring Conference2010

    • Author(s)
      Naoki Kishimoto, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daejeon)
    • Year and Date
      2010-05-22
    • Related Report
      2010 Final Research Report
  • [Presentation] An Extension of Correspondence Analysis for Functional Data The Spring Conference2010

    • Author(s)
      Kazuya Kondo, Kenji Toyoda, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daejeon)
    • Year and Date
      2010-05-22
    • Related Report
      2010 Final Research Report
  • [Presentation] Adaptive Sensitivity Analysis and its Simulation Study2010

    • Author(s)
      Kuniyoshi HAYASHI, Hiroyuki MINAMI, Masahiro MIZUTA
    • Organizer
      The Spring Conference, The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daejeon)
    • Year and Date
      2010-05-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Case Study on Trends of Consumers from House Card Data2010

    • Author(s)
      Naoki Kishimoto, Yuriko Komiya, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      The Spring Conference, The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daeieon)韓国
    • Year and Date
      2010-05-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] An Extension of Correspondence Analysis for Functional Data2010

    • Author(s)
      Kazuya Kondo, Kenji Toyoda, Hiroyuki Minami, Masahiro Mizuta
    • Organizer
      The Spring Conference, The Korean Statistical Society
    • Place of Presentation
      Statistical Center(Daejeon)韓国
    • Year and Date
      2010-05-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] 関数データ解析法とその応用2009

    • Author(s)
      水田正弘
    • Organizer
      応用統計学会2009年度年会 特別講演
    • Place of Presentation
      東京都、統計数理研究所
    • Year and Date
      2009-08-01
    • Related Report
      2009 Annual Research Report
  • [Presentation] 北海道大学病院での頭頚部癌に対する強度変調放射線治療の成績2009

    • Author(s)
      鬼丸力也、長谷川雅一、安田耕一、木下留美子、白土博樹、本間明宏、折舘伸彦、福田諭
    • Organizer
      日本頭頚部癌学会第33回日本頭頚部癌学会
    • Place of Presentation
      札幌
    • Year and Date
      2009-06-12
    • Related Report
      2010 Final Research Report
  • [Presentation] 北海道大学病院での頭頚部癌に対する強度変調放射線治療の成績2009

    • Author(s)
      鬼丸力也, 他
    • Organizer
      第33回日本頭頚部癌学会総会
    • Place of Presentation
      札幌、ロイトン札幌
    • Year and Date
      2009-06-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] 低酸素イメージング(FMISO-PET)の放射線治療への応用2009

    • Author(s)
      安田耕一、長谷川雅一、鬼丸力也、白土博樹、岡本祥三、玉木長良
    • Organizer
      第35回北海道頭頚部腫瘍研究会
    • Place of Presentation
      札幌、教育文化会館
    • Year and Date
      2009-02-14
    • Related Report
      2008 Annual Research Report
  • [Presentation] Multidimensional scaling - when the dissimilarity data are distributions.2008

    • Author(s)
      Masahiro Mizuta
    • Organizer
      Statistical Computation and Visualization 2008
    • Place of Presentation
      Academia Sinica, Taipei, Taiwan(Invited Lecture)
    • Year and Date
      2008-12-03
    • Related Report
      2010 Final Research Report
  • [Presentation] Multidimensional scaling-when the dissimilarity data are distributions2008

    • Author(s)
      Masahiro Mizuta
    • Organizer
      Statistical Computation and Visualization 2008
    • Place of Presentation
      Academia Sinica, Taipei, Taiwan(Invited Lecture)
    • Year and Date
      2008-12-03
    • Related Report
      2008 Annual Research Report
  • [Presentation] New Data Frames for Data Analysis.2008

    • Author(s)
      Masahiro Mizuta
    • Organizer
      2008 Korea-Japan Statistics Conference of Young Researchers
    • Place of Presentation
      Korea University, Seoul, Korea(Invited Lecture)
    • Year and Date
      2008-07-10
    • Related Report
      2010 Final Research Report
  • [Presentation] New Data Frames for Data Analysis2008

    • Author(s)
      Masahiro Mizuta
    • Organizer
      2008 Korea-Japan Statistics Conference of Young Researchers
    • Place of Presentation
      Korea University, Seoul, Korea(Invited Lecture)
    • Year and Date
      2008-07-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] The impact of 18F-fluoromisonidazole PET for HE cancer and the applying for IMRT2008

    • Author(s)
      安田耕一、長谷川雅一、鬼丸力也、白土博樹、他
    • Organizer
      第119回日本医学放射線学会北日本地方会
    • Place of Presentation
      仙台、フォレスト仙台
    • Related Report
      2008 Annual Research Report
  • [Presentation] A New Positron Emission Tomography with Semiconductor Detectors for Target Volume Delineation and Radiotherapy Treatment Planning in Patients with Nasopharyngeal Carcinoma2008

    • Author(s)
      Katoh N, Shiga T, Hasegawa M, Onimaru R, Yasuda K, Shimizu S, Gerard B, Ishikawa M, Tamaki N, Shirato H
    • Organizer
      The 50th Annual Meeting, American Society for Therapeutic Radiology and Oncology
    • Place of Presentation
      Boston, Boston Convention and Exhibition Center
    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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