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Development of Image Registration Method for Thoracic CT Image Sets Which is Obtained Different Time Series and Its Application

Research Project

Project/Area Number 20560397
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionKyushu Institute of Technology

Principal Investigator

KIM Hyoungseop  Kyushu Institute of Technology, 大学院・工学研究院, 准教授 (80295005)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2008: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords診断支援 / 経時差分 / CT画像 / 異常陰影 / 画像位置合わせ / コンピュータ画像診断支援 / 経時的差分像技術 / 画像ワーピング / 結節状陰影 / ワーピング
Research Abstract

Recently, CAD systems are developed to achieve high accuracy in medical processing fields. The CAD system which is obtained by analyzing the medical images can provide as "second opinion" to physicians. A temporal subtraction image, which is obtained by subtraction of a previous image from a current one, can be used for enhancing interval changes on medical images by removing most of the normal structures. In a temporal subtraction technique for 2-D X-ray image, the effectiveness is shown through a lot of clinical evaluation experiments, and practical use is advancing. In our study, a temporal subtraction technique for thoracic CT Images is developed.

Report

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

    (47 results)

All 2011 2010 2009 2008 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (39 results) Remarks (2 results)

  • [Journal Article] Reduction of processing times for temporal subtraction on lung CT image employing octree algorithms2011

    • Author(s)
      Maeda Shinya, Kim Hyoungseop, Itai Yoshinori, Tan Joo Kooi, Ishikawa Seiji, Yamamoto Akiyoshi
    • Journal Title

      International Journal of Innovative Computing, Information and Control Vol.7

      Pages: 2603-2610

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Reduction of processing times for temporal subtraction on lung CT image employing octree algorithms2011

    • Author(s)
      Maeda, Kim, Itai, Tan, Ishikawa, Yamamoto
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 7 Pages: 2603-2610

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic classification of GGO regions employing linear discriminant function from the thoracic CT images2009

    • Author(s)
      Shiozawa Seiji, Kim Hyoungseop, Tan Joo Kooi, Ishikawa Seiji
    • Journal Title

      Vol.3

      Pages: 963-968

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic classification of GGO regions employing linear discriminant function from the thoracic CT images2009

    • Author(s)
      Shiozawa, Kim, Tan, Ishikawa
    • Journal Title

      ICIC Express Letters 3

      Pages: 963-968

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 経時的差分画像を用いたCT画像からの結節状陰影の検出2008

    • Author(s)
      板井善則, 金亨燮, 石川聖二, 桂川茂彦, 土井邦雄
    • Journal Title

      Medical Imaging Technology Vol.26, No.4

      Pages: 217-224

    • NAID

      10025543642

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 経時的差分画像を用いたCT画像からの結節状陰影の検出2008

    • Author(s)
      板井, 金, 石川, 桂川, 土井
    • Journal Title

      Medical Imaging Technology Vol. 26, No. 4

      Pages: 217-224

    • NAID

      10025543642

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] A Registration Method for Temporal Subtraction on Thoracic MDCT Images2011

    • Author(s)
      Kim Hyoungseop, Miyake Noriaki, Maeda Shinya, Tan Joo Kooi, Ishikawa Seiji, Murakami Seiichi, Aoki Takatoshi
    • Organizer
      The 4^<th> Annual Meeting of the Asian Association for Algorithms and Computation
    • Place of Presentation
      Taiwan
    • Year and Date
      2011-04-16
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 過去・現在の胸部CT画像の比較読影のための経時的差分像生成法2011

    • Author(s)
      金亨燮、三宅徳朗、前田真也、タンジュークイ、石川聖二、村上誠一、青木隆敏
    • Organizer
      第18回日本CT検診学会学術集会
    • Place of Presentation
      岡山
    • Year and Date
      2011-02-18
    • Related Report
      2010 Final Research Report
  • [Presentation] 過去・現在の胸部CT画像の比較読影のための経時的差分像生成法2011

    • Author(s)
      金、三宅、前田、タン、石川、村上、青木
    • Organizer
      第18回日本CT検診学会学術集会講演論文集
    • Place of Presentation
      岡山(p.45)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 濃度・形状特徴量を用いたスリガラス状陰影の自動識別法2010

    • Author(s)
      塩澤聖司, 金亨燮, タンジュークイ, 石川聖二
    • Organizer
      バイオメディカル・ファジィ・システム学会第23回年次大会
    • Place of Presentation
      産業医科大学
    • Year and Date
      2010-10-09
    • Related Report
      2010 Final Research Report
  • [Presentation]2010

    • Author(s)
      前田真也、富山靖之、金亨燮、三宅徳朗、板井善則、タンジュークイ、石川聖二、山本晃義
    • Organizer
      第20回インテリジェントシステムシンポジウム
    • Place of Presentation
      首都大学東京
    • Year and Date
      2010-09-25
    • Related Report
      2010 Final Research Report
  • [Presentation] Image Registration Methods on Medical Field2010

    • Author(s)
      Kim
    • Organizer
      The 3^<rd> Introduction of Advanced Technology (USA/Japan/CIS), Small & Medium Business Administration
    • Place of Presentation
      COEX, Seoul, Korea
    • Year and Date
      2010-09-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Detection of Candidate Regions for Lung Nodules on Temporal Subtraction Image Based on Artificial Neural Networks2010

    • Author(s)
      Maeda Shinya, Kim Hyoungseop, Tomiyama Yasuyuki, Tan Joo Kooi, Ishikawa Seiji, Yamamoto Akiyoshi
    • Organizer
      International Conference on Biological and Biomedical Engineering
    • Place of Presentation
      Singapore
    • Year and Date
      2010-08-25
    • Related Report
      2010 Final Research Report
  • [Presentation] Generalized Gradient Vector Flowを用いた胸部CT画像からの経時的差分像の生成法2010

    • Author(s)
      三宅徳朗、金亨燮、前田真也、板井善則、タンジュークイ、石川聖二、桂川茂彦
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      東海大伊勢原キャンパス
    • Year and Date
      2010-07-30
    • Related Report
      2010 Final Research Report
  • [Presentation] 形状および濃度特徴量を用いた胸部CT画像上のスリガラス状候補陰影の抽出2010

    • Author(s)
      金亨燮、勝間田淑史、前田真也、板井善則、タンジュークイ、石川聖二
    • Organizer
      画像電子学会2010年度年次大会
    • Place of Presentation
      神奈川工科大学
    • Year and Date
      2010-06-26
    • Related Report
      2010 Final Research Report
  • [Presentation] Automatic Detection of GGO Candidate Regions in Lung CT Image Employing Neural Networks2010

    • Author(s)
      Kim Hyoungseop, Katsumata Yoshifumi, Maeda Shinya, Itai Yoshinori, Tan Joo Kooi, Ishikawa Seiji
    • Organizer
      The 3^<rd> Annual Meeting of the Asian Association for Algorithms and Computation
    • Place of Presentation
      Korea
    • Year and Date
      2010-04-17
    • Related Report
      2010 Final Research Report
  • [Presentation] 頭部・胸部の画像位置合わせ法の開発とその応用2010

    • Author(s)
      金
    • Organizer
      次世代医療システム産業会フォーラム
    • Place of Presentation
      大阪商工会議所
    • Year and Date
      2010-03-16
    • Related Report
      2009 Annual Research Report
  • [Presentation] GGVFからのベクトル集中度合を考慮した胸部CT像の経時的差分法2010

    • Author(s)
      三宅徳朗、金亨燮、前田真也、タンジュークイ、石川聖二、村上誠一、青木隆敏、山本晃義
    • Organizer
      第29回SICE九州支部学術講演会
    • Place of Presentation
      宮崎大学
    • Related Report
      2010 Final Research Report
  • [Presentation] Automatic Detection of GGO Candidate Regions in Lung CT Image Employing Neural Networks2010

    • Author(s)
      Kim, Katsumata, Maeda, Itai, Tan, Ishikawa
    • Organizer
      The 3^<rd> Annual Meeting of the Asian Association for Algorithms and Computation, p.15
    • Place of Presentation
      Korea
    • Related Report
      2010 Annual Research Report
  • [Presentation] 形状および濃度特徴量を用いた胸部CT画像上のスリガラス状候補陰影の抽出2010

    • Author(s)
      金、勝間田、前田、板井、タン、石川
    • Organizer
      画像電子学会2010年度年次大会
    • Place of Presentation
      神奈川工科大学(講演論文集CD-ROM)(2頁)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Generalized Gradient Vector Flowを用いた胸部CT画像からの経時的差分像の生成法2010

    • Author(s)
      三宅、金、前田、板井、タン、石川、桂川
    • Organizer
      第29回日本医用画像工学会大会
    • Place of Presentation
      東海大伊勢原キャンパス(抄録集CD-ROM)(7頁)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Detection of Candidate Regions for Lung Nodules on Temporal Subtraction Image Based on Artificial Neural Networks2010

    • Author(s)
      Maeda, Kim, Tomiyama, Tan, Ishikawa, Yamamoto
    • Organizer
      International Conference on Biological and Biomedical Engineering, pp.1037-1040
    • Place of Presentation
      Singapore
    • Related Report
      2010 Annual Research Report
  • [Presentation] ANNによる経時差分像上の結節状陰影候補領域の抽出2010

    • Author(s)
      前田、富山、金、三宅、板井、タン、石川、山本
    • Organizer
      第20回インテリジェントシステムシンポジウム
    • Place of Presentation
      首都大学東京(講演論文集)(6頁)
    • Related Report
      2010 Annual Research Report
  • [Presentation] 濃度・形状特徴量を用いたスリガラス状陰影の自動識別法2010

    • Author(s)
      塩澤, 金, タン, 石川
    • Organizer
      バイオメディカル・ファジィ・システム学会第23回年次大会講演論文集,
    • Place of Presentation
      産業医科大学(pp.59-62)
    • Related Report
      2010 Annual Research Report
  • [Presentation] GGVFからのベクトル集中度合を考慮した胸部CT像の経時的差分法2010

    • Author(s)
      三宅、金、前田、タン、石川、村上、青木、山本
    • Organizer
      第29回SICE九州支部学術講演会
    • Place of Presentation
      宮崎大学(pp.191-194)
    • Related Report
      2010 Annual Research Report
  • [Presentation] Automatic detection of lung nodules in temporal subtraction image by use of shape and density features2009

    • Author(s)
      Miyake Noriaki, Kim Hyoungseop, Itai Yoshinori, Tan Joo Kooi, Ishikawa Seiji, Katsuragawa Shigehiko
    • Organizer
      International Conference on Innovative Computing, Information and Control
    • Place of Presentation
      Taiwan
    • Year and Date
      2009-12-07
    • Related Report
      2010 Final Research Report
  • [Presentation] 関心領域の細分化による胸部CT画像からの高速な経時差分画像の生成法2009

    • Author(s)
      前田真也, 金亨燮, タンジュークイ, 石川聖二, 山本晃義
    • Organizer
      バイオメディカル・ファジィ・システム学会第22回年次大会
    • Place of Presentation
      奄美大島
    • Year and Date
      2009-10-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Reduction of processing times for temporal subtraction from the thoracic MDCT image employing octree algorithms2009

    • Author(s)
      Maeda Shinya, Kim Hyoungseop, Itai Yoshinori, Tan Joo Kooi, Ishikawa Seiji, Yamamoto Akiyoshi
    • Organizer
      International Symposium on Management Engineering
    • Place of Presentation
      China
    • Year and Date
      2009-08-05
    • Related Report
      2010 Final Research Report
  • [Presentation] 構造マッチング法による胸部CT画像からの結節状陰影の検出2009

    • Author(s)
      板井善則、金亨燮、石川聖二、桂川茂彦
    • Organizer
      第28回日本医用画像工学会大会
    • Place of Presentation
      中京大学名古屋キャンパス
    • Year and Date
      2009-08-04
    • Related Report
      2010 Final Research Report
  • [Presentation] ニューラルネットワークによる経時的差分技術を利用した胸部CT画像からの結節状陰影の自動抽出法2009

    • Author(s)
      三宅徳朗、板井善則、金亨燮、タンジュークイ、石川聖二、桂川茂彦
    • Organizer
      第28回日本医用画像工学会大会
    • Place of Presentation
      中京大学名古屋キャンパス
    • Year and Date
      2009-08-04
    • Related Report
      2010 Final Research Report
  • [Presentation] Automatic detection of GGO in lung images by using statistical features and neural networks2009

    • Author(s)
      Kim Hyoungseop, Katsumata Shigehiko, Tan Joo Kooi, Ishikawa Seiji
    • Organizer
      International Technical Conference on Circuits/Systems, Computers and Communitions
    • Place of Presentation
      Korea
    • Year and Date
      2009-07-05
    • Related Report
      2010 Final Research Report
  • [Presentation] Automatic detection of GGO in lung images by using statistical features and neural networks2009

    • Author(s)
      Kim, Katsumata, Tan, Ishikawa
    • Organizer
      International Technical Conference on Circuits/Systems, Computers and Communitions
    • Place of Presentation
      Jeju, Korea
    • Related Report
      2009 Annual Research Report
  • [Presentation] ニューラルネットワークによる経時的差分技術を利用した胸部CT画像からの結節状陰影の自動抽出法2009

    • Author(s)
      三宅、板井、金、タン、石川、桂川
    • Organizer
      第28回日本医用画像工学会大会抄録集
    • Place of Presentation
      中京大学名古屋キャンパス(CD-ROM)
    • Related Report
      2009 Annual Research Report
  • [Presentation] 構造マッチング法による胸部CT画像からの結節状陰影の検出2009

    • Author(s)
      板井、金、石川、桂川
    • Organizer
      第28回日本医用画像工学会大会抄録集
    • Place of Presentation
      中京大学名古屋キャンパス(CD-ROM)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Reduction of processing times for temporal suhtraction from the thoracis MDCT image employing octree algorithms2009

    • Author(s)
      Maeda, Kim, Itai, Tan, Ishikawa, Yamainoto
    • Organizer
      International Symposium on Management Engineering
    • Place of Presentation
      Dalian, China
    • Related Report
      2009 Annual Research Report
  • [Presentation] 関心領域の細分化による胸部CT画像からの高速な経時差分画像の生成法2009

    • Author(s)
      前田, 金, タン, 石川, 山本
    • Organizer
      バイオメディカル・ファジィ・システム学会第22回年次大会講演論文集
    • Place of Presentation
      奄美
    • Related Report
      2009 Annual Research Report
  • [Presentation] Automatic detection of lung nodules in temporal subtraction image by use of shape and density features2009

    • Author(s)
      Miyake, Kim, Itai, Tan, Ishikawa, Katsuragawa
    • Organizer
      International Conference on Innovative Computing, Information and Control
    • Place of Presentation
      Kaohsiung, Taiwan
    • Related Report
      2009 Annual Research Report
  • [Presentation] Reduction of FPs for Lung Nodules in MDCT by Use of Temporal Subtraction with Voxel-Matching Technique2008

    • Author(s)
      Itai Yoshinori, Kim Hyoungseop, Ishikawa Seiji, Katsuragawa Shigehiko, Doi Kunio
    • Organizer
      Intennational Conference on Neural Infomation Processing
    • Place of Presentation
      New Zealand
    • Year and Date
      2008-11-25
    • Related Report
      2010 Final Research Report
  • [Presentation] Reduction of FPs for Lung Nodules in MDCT by Use of Temporal Subtraction with Voxel-Matching Technique2008

    • Author(s)
      Itai, Kim, Ishikawa, Katsuragawa, Doi
    • Organizer
      Intennational Conference on Neural Infomation Processing
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2008-11-25
    • Related Report
      2008 Annual Research Report
  • [Presentation] 胸部CT画像からの経時差分画像の生成法~階層的VOIの細分化による計算時間の軽減法~2008

    • Author(s)
      前田真也、金亨燮、板井善則、タンジュークイ、石川聖二、山本晃義
    • Organizer
      電子情報通信学会、信学技報、MI2008-38
    • Place of Presentation
      京都
    • Year and Date
      2008-09-17
    • Related Report
      2010 Final Research Report
  • [Presentation] 胸部CT画像からの経時差分画像の生成法〜階層的VOIの細分化による計算時間の軽減法〜2008

    • Author(s)
      前田, 金, 板井, タン, 石川, 山本
    • Organizer
      電子情報通信学会、信学技報、MI2008-38
    • Place of Presentation
      京都、島津製作所
    • Year and Date
      2008-09-17
    • Related Report
      2008 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた胸部CT像からのGGO候補領域の自動識別2008

    • Author(s)
      勝間田, 板井善則, 金亨燮, タンジュークイ, 石川聖二
    • Organizer
      第27回日本医用画像工学会
    • Place of Presentation
      法政大学
    • Year and Date
      2008-05-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 胸部MDCTにおける経時的差分画像を用いた結節状陰影の検出2008

    • Author(s)
      板井善則, 金亨燮, 石川聖二, 桂川茂彦, 土井邦雄
    • Organizer
      第27回日本医用画像工学会
    • Place of Presentation
      法政大学
    • Year and Date
      2008-05-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 胸部MDCTにおける経時的差分画像を用いた結節状陰影の検出2008

    • Author(s)
      板井, 金, 石川, 桂川, 土井
    • Organizer
      第27回日本医用画像工学会大会抄録集
    • Place of Presentation
      法政大学(CD-ROM)
    • Year and Date
      2008-05-06
    • Related Report
      2008 Annual Research Report
  • [Presentation] ニューラルネットワークを用いた胸部CT像からのGGO候補領域の自動識別2008

    • Author(s)
      勝間田, 板井, 金, タン, 石川
    • Organizer
      第27回日本医用画像工学会大会抄録集
    • Place of Presentation
      法政大学(CD-ROM)
    • Year and Date
      2008-05-06
    • Related Report
      2008 Annual Research Report
  • [Remarks] ホームページ等

    • URL

      http://lab.cntl.kyutech.ac.jp/~kimlab/index.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://lab.cntl.kyutech.ac.jp/~kimlab/

    • Related Report
      2010 Annual Research Report

URL: 

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

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