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CT temporal subtraction method for diagnosis in chest imaging

Research Project

Project/Area Number 26461842
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Radiation science
Research InstitutionUniversity of Occupational and Environmental Health, Japan

Principal Investigator

Aoki Takatoshi  産業医科大学, 医学部, 准教授 (40299631)

Co-Investigator(Kenkyū-buntansha) 興梠 征典  産業医科大学, 医学部, 教授 (60195691)
金 亨燮  九州工業大学, 大学院工学研究院, 教授 (80295005)
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsコンピュータ支援診断 / 画像診断 / CT / 経時差分画像 / 肺結節 / 肺癌 / コンピュータ支援画像診断 / CT / 肺
Outline of Final Research Achievements

Temporal subtraction (TS) technique is one of the coputer-aided-diagnosis techniques in which a previous image is subtracted from a current image so that interval changes are enhanced. We have developed a TS method in successive CTs using a new local matching technique to determine local shift vectors based on a vector convergent index from generalized gradient vector flow algorithms in order to significantly reduce misregistration artifacts. The novel CT temporal subtraction method can assist the radiologists’ interpretation for early lung cancer showing ground-glass opacity and small lung nodule detection without considerably extending the reading time.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (9 results)

All 2016 2015 2014

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 1 results) Presentation (7 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] 呼吸器画像のCAD(computer-aided diagnosis):肺結節診断2016

    • Author(s)
      寺澤岳、青木隆敏
    • Journal Title

      日本胸部臨床

      Volume: 75 Pages: 358-365

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A 3-D Non-rigid Warping Method Based on Free Formed Deformation for Temporal Subtraction on Thoracic MDCT Images2016

    • Author(s)
      Yuriko Yoshino, Takumi Tokisa, Hyoungseop Kim, Takatoshi Aoki, Shoji Kido
    • Journal Title

      Journal of Image and Graphics

      Volume: 4 Pages: 105-109

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Detection of lung carcinoma with predominant ground-glass opacity on CT using temporal subtraction method: JAFROC observer study2016

    • Author(s)
      Takashi Terasawa, Takatoshi Aoki, Seiichi Murakami, Masami Fujii, Michiko Kobayashi, Chihiro Chihara, Yoshiko Hayashida, Yukunori Korogi
    • Organizer
      RSNA 102th SCIENTIFIC ASSEMBLY & ANNUAL MEETING
    • Place of Presentation
      シカゴ(アメリカ)
    • Year and Date
      2016-11-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Temporal Subtraction Technique from Thoracic MDCT Images Based on Image Registration Technique2016

    • Author(s)
      Masashi Kondo, Hyoungseop Kim, Joo Kooi Tan, Seiji Ishikawa, Seiichi Murakami, Terasawa, Takatoshi Aoki
    • Organizer
      1st Asia Oceania Workshop of Pulmonary Functional Imaging
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県・淡路市)
    • Year and Date
      2016-01-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 画像特徴を用いたLIDCデータベースからのGGO候補領域の自動抽出2015

    • Author(s)
      横田佳祐,金亨燮,タンジュークイ,石川聖二,橘理恵,平野靖,木戸尚治,青木隆敏
    • Organizer
      画像電子学会年次大会
    • Place of Presentation
      姫路市市民会館(兵庫県・姫路市)
    • Year and Date
      2015-06-28
    • Related Report
      2015 Research-status Report
  • [Presentation] 胸部CT画像からの継時的差分像技術の開発と結節状候補陰影の抽出2015

    • Author(s)
      金亨燮,タン ジュークイ,石川聖二, 村上誠一,青木隆敏
    • Organizer
      第7回呼吸機能イメージング研究会学術集会
    • Place of Presentation
      慈恵会医科大学(東京)
    • Year and Date
      2015-02-07 – 2015-02-08
    • Related Report
      2014 Research-status Report
  • [Presentation] Reduction of subtraction artifacts on temporal subtraction images based on finite element method in local volume of interests2015

    • Author(s)
      Shota Yamada, Yuriko Ikeda, Shinya Maeda, Hyoungseop Kim, Joo Kooi Tan, Seiji Ishikawa, Seiichi Murakami, Takatoshi Aoki
    • Organizer
      Joint conference the International Workshop on Advanced Image Technology and theInternational Forum on Medical Imaging
    • Place of Presentation
      Taipei (Taiwan)
    • Year and Date
      2015-01-11 – 2015-01-13
    • Related Report
      2014 Research-status Report
  • [Presentation] Three-Dimensional Non-Rigid Registration of Thoracic CT Image Based on Finite Element Method2014

    • Author(s)
      Shota Yamada, Yuriko Ikeda, Shinya Maeda, Hyoungseop Kim, Joo Kooi Tan, Seiji Ishikawa, Seiichi Murakami, Takatoshi Aoki
    • Organizer
      The 15th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      北九州国際会議場(福岡県・北九州市)
    • Year and Date
      2014-12-03 – 2014-12-06
    • Related Report
      2014 Research-status Report
  • [Presentation] GGVFとシフトベクトルの平滑化による胸部MDCT画像の経時的差分法2014

    • Author(s)
      芳野由利子,金亨燮,タン ジュークイ,石川聖二, 村上誠一,青木隆敏
    • Organizer
      映像情報メディア学会技術報告
    • Place of Presentation
      熊本市国際交流会館(熊本県・熊本市)
    • Year and Date
      2014-11-28 – 2014-11-29
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2018-03-22  

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