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Lung Function and Structure Reconstruction Based on MR-CT Image Integration with Motion Field Analysis

Research Project

Project/Area Number 24500539
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Medical systems
Research InstitutionYokohama National University

Principal Investigator

GOTOH TOSHIYUKI  横浜国立大学, 環境情報研究科(研究院), 教授 (30234991)

Co-Investigator(Kenkyū-buntansha) KAGEI Seiichiro  横浜国立大学, 環境情報研究院, 名誉教授 (20017966)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2012: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords画像診断システム / 医用画像処理 / 3次元CT / 時系列MRI / COPD / モダリティ統合 / 肺野構造解析 / 医用画像 / 3次元CT / COPD / 肺葉 / ICP / 時系列MRI / 3次元CT
Outline of Final Research Achievements

In this study, a registration method for finding correspondences between feature points of MR and CT images was investigated, using a principal motion pattern model which is applicable for even COPD (Chronic Obstructive Pulmonary Disease) or IP (Interstitial Pneumonia). A new pulmonary blood flow analysis for contrast-enhanced MR was then developed, based on a two-input model including the pulmonary artery and the recirculation from the aorta into the lung. We have also proposed a multi-modality MR-CT integration using lung vessel determination. Then, an automated anatomy structure segmentation method, such as the lobe, airway tree and pulmonary vessel tree, in a chest CT was developed, based on newly proposed a failure tracking and recovery algorithm.
Integrating the proposed methods, we have also developed a prototype system to investigate diffuse lung diseases diagnosis and/or blood flow distributions in each lung structure, in order to evaluate the availability for clinical uses.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (19 results)

All 2015 2014 2013 2012 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results,  Acknowledgement Compliant: 3 results) Presentation (6 results)

  • [Journal Article] Pulmonary Pulmonary Blood Flow Analysis Based on Two-Input Model with Aorta and Pulmonary Artery Contribution Using Contrast-Enhanced MRI2014

    • Author(s)
      M. Ichikawa, T. Gotoh, S. Kagei, T. Iwasawa, M. S. G. Tsuzuki
    • Journal Title

      2014 IEEE 11th International Symposium on Biomedical Imaging

      Volume: 無 Pages: 882-885

    • DOI

      10.1109/isbi.2014.6868012

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Lung Segmentation of Sagittal and Coronal MR Images Using Morphological Operations2014

    • Author(s)
      A.G. Silva, M.S.G. Tsuzuki, R.S.U. Rosso, S. Kagei, T. Gotoh, T. Iwasawa
    • Journal Title

      2014 ISSNIP Biosignals and Biorobotics Conference

      Volume: 無 Pages: 1-5

    • DOI

      10.1109/brc.2014.6880977

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Shape Reconstruction from Multiple RGB-D Point Cloud Registration2014

    • Author(s)
      R.Y. Takimoto, M.S.G. Tsuzuki, R.Vogelaar. T.C. Martins, Y. Iwao, T. Gotoh, S. Kagei, G.B. Gallo
    • Journal Title

      12th IEEE International Conference on Industrial Informatics

      Volume: 無 Pages: 349-352

    • DOI

      10.1109/indin.2014.6945537

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Diaphragmatic Surface Reconstruction from Massive Temporal Registration of Orthogonal MRI Sequences2014

    • Author(s)
      L.I. Abe, M.S.G. Tsuzuki, J.M.M. Chirinos, T.C. Martins, T. Gotoh, S. Kagei, T. Iwasawa, A.G. Silva, R.S.U. Rosso
    • Journal Title

      IFAC 2014 WC

      Volume: 無 Issue: 3 Pages: 3569-3575

    • DOI

      10.3182/20140824-6-za-1003.01040

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Perfusion Analysis for Lung MR Images Considering Non-Monotonic response of Gd-Contrast Agent2014

    • Author(s)
      T. Saka, M. Ichikawa, S. Kagei, T. Gotoh, T. Iwasawa, M.S.G. Tsuzuki
    • Journal Title

      IFAC 2014 WC

      Volume: 無 Issue: 3 Pages: 3587-3592

    • DOI

      10.3182/20140824-6-za-1003.01195

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] High-Speed Point Cloud Matching Algorithm for Medical Volume Images Using 3D Voronoi Diagram2014

    • Author(s)
      L.I. Abe, Y. Iwao, T. Gotoh and S. Kagei, R.Y. Takimoto, M.S.G. Tsuzuki, T. Iwasawa
    • Journal Title

      the 2014 7th International Conference on BioMedical Engineering and Informatics

      Volume: 無 Pages: 205-210

    • DOI

      10.1109/bmei.2014.7002771

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 肺野内部の運動解析と呼吸機能との関連性2014

    • Author(s)
      柳田隆, 後藤敏行, 影井清一郎, 岩澤多恵, 高橋宏, 小倉高志, 竹林茂生, 井上登美夫
    • Journal Title

      MIT(Medical Imaging Technology)

      Volume: 32-1 Pages: 40-48

    • NAID

      130003395842

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Pulmonary Blood Flow Analysis Based on Two Input Model with Aorta and Pulmonary Artery Contribution Using Contrast-Enhanced MRI2014

    • Author(s)
      M. Ichikawa, T. Gotoh, S. Kagei, T. Iwasawa, M. S. G. Tsuzuki
    • Journal Title

      IEEE International Symposium on Biomedical Imaging

      Volume: 印刷中

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Integrated Lung Field Segmentation of Injured Region with Anatomical Structure Analysis by Failure-Recovery Algorithm from Chest CT Images2013

    • Author(s)
      Yuma Iwao, Toshiyuki Gotoh, Seiichiro Kagei, Tae Iwasawa, Marcos de Sales Guerra Tsuzuki
    • Journal Title

      Biomedical Signal Processing and Control

      Volume: 12 Pages: 28-38

    • DOI

      10.1016/j.bspc.2013.10.005

    • NAID

      120005549810

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 3D Reconstruction Using Low Precision Scanner2013

    • Author(s)
      Rogerio Yugo Takimoto, Renato Vogelaar, Edson Kenji Ueda, Andre Kubagawa Sato, Thiago de Castro Martins, Toshiyuki Gotoh, Seiichiro Kagei, Marcos de Sales Guerra Tsuzuki
    • Journal Title

      11th IFAC Workshop on Intelligent Manufacturing Systems The International Federation of Automatic Control

      Volume: - Issue: 7 Pages: 239-224

    • DOI

      10.3182/20130522-3-br-4036.00026

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fusion of Lung MR/CT Images Through Lung Vessel Registration2013

    • Author(s)
      Yuma Iwao, Yingying Wei, Seiichiro Kagei, Toshiyuki Gotoh, Tae Iwasawa, Marcos de Sales Guerra Tsuzuki
    • Journal Title

      35th Annual International IEEE EMBS Conference

      Volume: - Pages: 3419-3422

    • DOI

      10.1109/embc.2013.6610276

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Integrated Lung Field Segmentation of Injured Regions and Anatomical Structures from Chest CT Images2012

    • Author(s)
      Yuma Iwao, Toshiyuki Gotoh, Seiichiro Kagei, Tae Iwasawa, Marcos S.G. Tsuzuki
    • Journal Title

      Proc. of 8th IFAC Symposium on Biological and Medical Systems

      Volume: 8 Issue: 18 Pages: 85-90

    • DOI

      10.3182/20120829-3-hu-2029.00059

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 3D Reconstruction of Large Point Clouds with a New Point Correspondence Algorithm2012

    • Author(s)
      Takimoto, R. Y.; Vogelaar, R.; Ueda, E. K.; Tsuzuki, M.S.G.; Gotoh, T.; Kagei, S.
    • Journal Title

      Proceedings of the The 16th IASTED International Conference on Software Engineering and Applications

      Volume: 790-052 Pages: 247-254

    • DOI

      10.2316/p.2012.790-052

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 肺野構造を利用した3次元ボリューム形状のレジストレーション2015

    • Author(s)
      レオナルド イシダ アベ、岩男 悠真、後藤 敏行、影井 清一郎、岩澤 多恵
    • Organizer
      第7回呼吸機能イメージング研究会
    • Place of Presentation
      東京慈恵医大
    • Year and Date
      2015-02-07 – 2015-02-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] CT-MRのモダリティ間位置合わせによる肺機能情報の解剖学的分類手法の検討2014

    • Author(s)
      岩男悠真,韋鶯鶯,後藤敏行,影井清一郎,岩澤多恵
    • Organizer
      第6回呼吸機能イメージング研究会学術集会
    • Place of Presentation
      札幌
    • Related Report
      2013 Research-status Report
  • [Presentation] Animated 3D Lung Surface Reconstruction from Asynchronous MR Image Sequences Based on Multiple Registration2012

    • Author(s)
      Neylor Antunes Stevo, Toshiyuki Gotoh, Seiichiro Kagei, Tae Iwasaway, Marcos S.G. Tsuzuki
    • Organizer
      5th International Conference on BioMedical Engineering and Informatics (BMEI'12)
    • Place of Presentation
      Chongqing DLT Hotel(China)
    • Related Report
      2012 Research-status Report
  • [Presentation] 造影MRにおける肺動脈と大動脈の寄与を考慮した肺血流解析

    • Author(s)
      市川真基, 後藤敏行, 影井清一郎, 岩澤多恵
    • Organizer
      映像情報メディア学会 メディア工学研究会
    • Place of Presentation
      あわら温泉
    • Related Report
      2013 Research-status Report
  • [Presentation] 3D Reconstruction for Lung Surface Modeling from MR Image Sequences Based on Multiple Registration Using Hough Transform

    • Author(s)
      Neylor Stevo、Marcos de Sales Guerra Tsuzuki、Toshiyuki Gotoh、Seiichiro Kagei、Tae Iwasawa
    • Organizer
      映像情報メディア学会メディア工学研究会
    • Place of Presentation
      信州大学(上田市)
    • Related Report
      2012 Research-status Report
  • [Presentation] Gd 造影特性の非線形性を考慮した2入力モデルに基づく肺血流動態解析

    • Author(s)
      市川真基、一橋亮史、後藤敏行、影井清一郎、岩澤多恵、小畠隆行
    • Organizer
      第5回呼吸機能イメージング研究会学術集会
    • Place of Presentation
      ホテルクレメント徳島(徳島市)
    • Related Report
      2012 Research-status Report

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

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