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2012 Fiscal Year Final Research Report

Construction of Integrated Computer-aided Diagnosis System of Pulmonary Diseases for Medical Treatment Using MDCT images

Research Project

  • PDF
Project/Area Number 22300179
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Medical systems
Research InstitutionYamaguchi University

Principal Investigator

KIDO Shoji  山口大学, 大学院・医学系研究科, 教授 (90314814)

Co-Investigator(Kenkyū-buntansha) MATSUNAGA Naofumi  山口大学, 医学系研究科, 教授 (40157334)
TANAKA Nobuyuki  山口大学, 医学系研究科, 准教授 (90294636)
TACHIBANA Rie  大島商船高等学校, 情報工学科, 助教 (90435462)
HIRANO Yasushi  山口大学, 医学系研究科, 准教授 (90324459)
Project Period (FY) 2010 – 2012
Keywords画像診断システム / 治療支援 / MDCT / 肺疾患 / 診断支援
Research Abstract

We have developed an integrated computer-aided diagnosis (CAD) system of pulmonary diseases for internal and surgical treatments using MDCT images. We targeted diffuse lung diseases such as idiopathic interstitial lung diseases and pneumoconiosis, and localized lung diseases such as lung cancer. As basic CAD algorithms, we have developed algorithms of extracting and identifying lung structures. We have developed applied CAD algorithms using such basic CAD algorithms

  • Research Products

    (50 results)

All 2013 2012 2011 2010

All Journal Article (15 results) (of which Peer Reviewed: 15 results) Presentation (33 results) Book (2 results)

  • [Journal Article] 一般化空洞強調フィルタによる胸部 CT 像からの気管支領域抽出手法の開発2013

    • Author(s)
      平野 靖,徐 睿, 橘 理恵,木戸 尚治
    • Journal Title

      電子情報通信学会論文誌 D

      Volume: Vol.J96-D, No.4 Pages: 824-833

    • URL

      http://search.ieice.org/bin/summary.php?id=j96-d_4_824&category=D&year=2013&lang=J&abst=

    • Peer Reviewed
  • [Journal Article] A Bag-of-Features Approach to Classify Six Types of Pulmonary Textures on High-Resolution Computed Tomography2013

    • Author(s)
      R.XU, Y.HIRANO, R.TACHIBANA, S.KIDO
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: Vol.E96-D, No.4 Pages: 845-855

    • Peer Reviewed
  • [Journal Article] Classification of Pneumoconiosis on HRCT Images for Computer-Aided Diagnosis2013

    • Author(s)
      W.ZHAO, R.XU, Y.HIRANO, R.TACHIBANA, S.KIDO, N.SUGANUMA
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: Vol.E96-D, No.4 Pages: 836-844

    • DOI

      DOI:10.1587/transinf.E96.D.836

    • Peer Reviewed
  • [Journal Article] MPI を用いた ITK による並列プログラム作成支援マクロの拡張2013

    • Author(s)
      空尾 英樹, 徐 睿, 平野 靖, 木戸 尚治
    • Journal Title

      Med Imag Tech

      Volume: Vol.31, No.1 Pages: 32-41

    • URL

      http://www.jamit.jp/mit/journal

    • Peer Reviewed
  • [Journal Article] GPU と CUDA を用いた並列画像処理プログラムの作成支援環境の構築2013

    • Author(s)
      秋山 亮太, 徐 睿, 平野 靖, 木戸 尚治
    • Journal Title

      Med Imag Tech

      Volume: Vol.31, No.1 Pages: 42-51

    • URL

      http://www.jamit.jp/mit/journal

    • Peer Reviewed
  • [Journal Article] Dual-energy perfusion CT of non-diseased lung segments using dual-source CT: correlation with perfusion SPECT2013

    • Author(s)
      Y.Kunihiro, M.Okada, N.Matsunaga, Y.Sano, S.Kudomi, K.Suga, S.Kido
    • Journal Title

      Jpn J Radiol

      Volume: Vol.31 No.2 Pages: 99-104

    • DOI

      DOI:10.1007/s11604-012-0153-9

    • Peer Reviewed
  • [Journal Article] Long term follow-up for small pure ground-glass nodules: implications of determining an optimum follow-up period and high-resolution CT findings to predict the growth of nodules2012

    • Author(s)
      S.Takahashi, N.Tanaka, T.Okimoto, T. Tanaka, K.Ueda, T.Matsumoto, K. Ashizawa, Y.Kunihiro, S.Kido, N. Matsunaga
    • Journal Title

      Jpn J Radiol

      Volume: Vol.30, No.3 Pages: 206-217

    • DOI

      DOI:10.1007/s11604-011-0033-8

    • Peer Reviewed
  • [Journal Article] The use of a local histogram feature vector of classifying diffuse lung opacities in high-resolution computed tomography2012

    • Author(s)
      Y.Mitani, Y.Fujita, N.Matsunaga, Y. Hamamoto
    • Journal Title

      International Journal of Advancements in Computing Technology

      Volume: Vol.4 No.20 Pages: 22-28

    • DOI

      DOI:10.1007/978-3-642-31087-4_36

    • Peer Reviewed
  • [Journal Article] The low attenuation area on dual-energy perfusion CT: Correlation with the pulmonary function tests and quantitative CT measurements2012

    • Author(s)
      M.Okada, Y.Kunihiro, Y.Nakashima, N. Matsunaga, Y.Sano, Y.Yuasa, A. Narazaki, S.Kudomi, M.Koike, S.Kido
    • Journal Title

      European Journal of Radiology

      Volume: Vol.81 No.10 Pages: 2892-2899

    • DOI

      DOI:10.1016/j.ejrad.2011.11.006.

    • Peer Reviewed
  • [Journal Article] Intrabullous ventilation in pulmonary emphysema: Assessment with dynamic xenon-133 gas SPECT2012

    • Author(s)
      K.Suga, H.Iwanaga, O.Tokuda, M.Okada, N.Matsunaga
    • Journal Title

      Nuclear Medicine Communications

      Volume: Vol. 33 No.4 Pages: 371-378

    • DOI

      DOI:10.1097/MNM.0b013e32834f264c

    • Peer Reviewed
  • [Journal Article] High- resolution computed tomography of chest complications in patients treated with hematopoietic stem cell transplantation2011

    • Author(s)
      N.Tanaka, Y.Kunihiro, T.Yujiri, T.Ando, T.Gondo, S.Kido, N.Matsunaga
    • Journal Title

      Jpn J Radiol

      Volume: Vol.29 No.4 Pages: 229-235

    • DOI

      DOI:10.1007/s11604-010-0544-8

    • Peer Reviewed
  • [Journal Article] Assessment of cross-sectional lung ventilation -perfusion imbalance in primary and passive pulmonary hypertension with automated V/Q SPECT2010

    • Author(s)
      K.Suga, O.Tokuda, M.Okada, M.Koike, H.Iwanaga, N.Matsunaga
    • Journal Title

      Nucl Med Commun

      Volume: Vol.31, No. 7 Pages: 673-81

    • DOI

      DOI:10.1097/MNM.0b013e328339ea9b

    • Peer Reviewed
  • [Journal Article] Steal phenomenon-induced lung perfusion defects in pulmonary arteriovenous fistulas: assessment with automated perfusion SPECT-CT fusion images2010

    • Author(s)
      K.Suga, H.Iwanaga, O.Tokuda, M.Okada, N.Tanaka, N.Matsunaga
    • Journal Title

      Nuclear Medicine Communications - NUCL MED COMMUN

      Volume: vol. 31, no. 9 Pages: 821-829

    • DOI

      DOI:10.1097/MNM.0b013e32833c303a

    • Peer Reviewed
  • [Journal Article] Lung morphology-perfusion correlation on perfusion SPECT-CT fusion images in two cases of septic pulmonary embolism2010

    • Author(s)
      K.Suga, Y.Kawakami, M.Okada, H.Iwanaga, N.Matsunaga
    • Journal Title

      Clin Nucl Med

      Volume: Vol.35, No.9 Pages: 746-50

    • DOI

      DOI:10.1097/RLU.0b013e3181ea356a

    • Peer Reviewed
  • [Journal Article] Lung ventilation-perfusion imbalance in pulmonary emphysema: assessment with automated V/Q quotient SPECT2010

    • Author(s)
      K.Suga, Y.Kawakami,H.Koike, H.Iwanaga, O.Tokuda, M.Okada, N.Matsunaga
    • Journal Title

      Ann Nucl Med

      Volume: Vol.24, No.4 Pages: 269-77

    • DOI

      DOI:10.1007/s12149-010-0369-7

    • Peer Reviewed
  • [Presentation] MICCAI2012 参加報告2013

    • Author(s)
      平野 靖
    • Organizer
      電子情報通信学会
    • Place of Presentation
      ぶんかテンブス館, 那覇市,沖縄県
    • Year and Date
      20130124-25
  • [Presentation] グラフカットと統計アトラスを用いたびまん性肺疾患を含む三次元胸部 CT 画像からの肺野領域の抽出2013

    • Author(s)
      浦山 亮祐
    • Organizer
      電子情報通信学会
    • Place of Presentation
      ぶんかテンブス館, 那覇市,沖縄県
    • Year and Date
      20130124-25
  • [Presentation] Classification of Pulmonary Texture on HRCT By a Bag-of-Features Based Method2013

    • Author(s)
      Rui Xu
    • Organizer
      第5回呼吸機能イメージング研究会
    • Place of Presentation
      徳島大学,徳島市,徳島県 China
    • Year and Date
      20130112-13
  • [Presentation] Medical Image Processing and Computer-Aided Detection/Diagnosis (CAD)2012

    • Author(s)
      Shoji Kido
    • Organizer
      International Conference on Computerized Healthcare (ICCH) 2012
    • Place of Presentation
      The Hong Kong Polytechnic University, Hong Kong
    • Year and Date
      20121217-18
  • [Presentation] A Computer-aided Classification Scheme for Attenuation Patterns Caused by Diffuse Lung Diseases on Three-dimensional CT Images2012

    • Author(s)
      Shoji Kido
    • Organizer
      98th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2012)
    • Place of Presentation
      McCormick Place, Chicago
    • Year and Date
      20121125-30
  • [Presentation] Development of Programming Environment for Computer- Aided Diagnosis System with Web interface2012

    • Author(s)
      Hisashi Ozaki
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Computer-aided analysis of diffuse lung diseases: the effect of opacity distribution2012

    • Author(s)
      Ryo Tanaka
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA)
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Construction of statistical shape models of organs in torso CT scans using MDL method2012

    • Author(s)
      Shotaro Yamaguchi
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] Statistical modeling of diaphragm motion extracted from 4D-MRI using 1DPCA and 2DPCA2012

    • Author(s)
      Windra Swastika
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] An idiopathic interstitial pneumonia classification for CT image by use of a semi-supervised learning2012

    • Author(s)
      Masayoshi Wada
    • Organizer
      nternational Forum on Medical Imaging in Asia (IFMIA) 2012
    • Place of Presentation
      KAIST, Daejeon, Korea
    • Year and Date
      20121116-17
  • [Presentation] 胸部 CT 像上におけるすりガラス陰影の領域抽出2012

    • Author(s)
      橘 理恵
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      JA 北海道厚生連札幌厚生病院,札幌市,北海道
    • Year and Date
      20120804-05
  • [Presentation] テクスチャ解析による GGO の良悪性鑑別2012

    • Author(s)
      平野 靖
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      JA 北海道厚生連札幌厚生病院,札幌市,北海道
    • Year and Date
      20120804-05
  • [Presentation] 濃度・形状特徴を用いた経時的差分像からの結節状候補陰影の識別2012

    • Author(s)
      宮島 隆大
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      JA 北海道厚生連札幌厚生病院,札幌市,北海道
    • Year and Date
      20120804-05
  • [Presentation] GPU と CUDA を用いた並列画像処理プログラムの作成支援環境の構築2012

    • Author(s)
      秋山 亮太
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      JA 北海道厚生連札幌厚生病院,札幌市,北海道
    • Year and Date
      20120804-05
  • [Presentation] MPI を用いた並列プログラム作成支援マクロの拡張2012

    • Author(s)
      空尾 英樹
    • Organizer
      第31回日本医用画像工学会大会
    • Place of Presentation
      JA 北海道厚生連札幌厚生病院,札幌市,北海道
    • Year and Date
      20120804-05
  • [Presentation] 半教師付学習を用いたびまん性肺疾患画像の認識2012

    • Author(s)
      和田 大義
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山形大学,山形市,山形県
    • Year and Date
      20120719-20
  • [Presentation] 仮想肺葉切除術による呼吸機能の変化予測のための肺変形シミュレーション2012

    • Author(s)
      平野 靖
    • Organizer
      第4回呼吸機能イメージング研究会学術集会
    • Place of Presentation
      ピアザ淡海, 大津市, 滋賀県
    • Year and Date
      20120210-11
  • [Presentation] 胸部 3 次元 CT 画像を用いたCOPD 診断のための気管支壁厚の自動計測法の開発2012

    • Author(s)
      川瀬 悠介
    • Organizer
      電子情報通信学会
    • Place of Presentation
      ぶんかテンブス館, 那覇市,沖縄県
    • Year and Date
      20120119-20
  • [Presentation] 仮想肺葉切除術のための肺野領域変形手法の開発2012

    • Author(s)
      平野 靖
    • Organizer
      電子情報通信学会
    • Place of Presentation
      ぶんかテンブス館, 那覇市,沖縄県
    • Year and Date
      20120119-20
  • [Presentation] Transductive Support Vector Machine を用いたびまん性肺疾患画像の認識2012

    • Author(s)
      早川 有梨
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] Free Form Deformation による 3 次元非剛体変形を用いた胸部 MDCT 画像の経時差分法2012

    • Author(s)
      時佐 拓弥
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] A study to Classify benign and malignant musculoskeletal tumors on PET images by textural features2012

    • Author(s)
      Rui Xu
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] COPD 診断のための気管支壁厚測定の精度評価に関する検討2012

    • Author(s)
      川瀬 悠介
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] A Computer-aided Diagnosis Method for Classification of Pneumoconiosis Patterns on HRCT Images2012

    • Author(s)
      Wei Zhao
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] CUDA のための並列画像処理プログラム作成支援環境を用いた肺血管抽出手法の高速化2012

    • Author(s)
      秋山 亮太
    • Organizer
      電子情報通信学会医用画像研究会
    • Place of Presentation
      山口大学,宇部市,山口県
    • Year and Date
      2012-10-29
  • [Presentation] Reliability Evaluation of Radiologist and Semiautomatic Segmentation Algorithm for Small Pulmonary Nodules2011

    • Author(s)
      Rie Tachibana
    • Organizer
      97th Scientific Assembly and Annual Meeting of Radiological Society of North America (RSNA 2011)
    • Place of Presentation
      McCormick Place Chicago USA.
    • Year and Date
      20111127-1202
  • [Presentation] 胸部 CT 画像を用いた術後肺の肺葉分割2011

    • Author(s)
      竹田 竜平
    • Organizer
      第30回日本医用画像工学会大会
    • Place of Presentation
      国際医療福祉大学,大田原市,栃木県
    • Year and Date
      20110805-06
  • [Presentation] 胸部 CT 画像を用いた外科手術術前支援のための肺区域分割法の開発2011

    • Author(s)
      上野 奨太
    • Organizer
      第30回日本医用画像工学会大会
    • Place of Presentation
      国際医療福祉大学,大田原市,栃木県
    • Year and Date
      20110805-06
  • [Presentation] 空洞強調フィルタとその気管支領域抽出手法への応用2011

    • Author(s)
      28平野 靖
    • Organizer
      第30回日本医用画像工学会大会
    • Place of Presentation
      国際医療福祉大学,大田原市,栃木県
    • Year and Date
      20110805-06
  • [Presentation] Comparative study of respiratory function for pulmonary lobectomy based on computer simulation2011

    • Author(s)
      Yasushi Hirano
    • Organizer
      Joint Meeting combining the 3rd meeting of the Japanese Society of Pulmonary Functional Imaging (JSPFI) and 5th International Workshop for Pulmonary Functional Imaging (IWPFI)
    • Place of Presentation
      Awaji Yumebutai International Conference Center, Awaji, Japan
    • Year and Date
      20110128-30
  • [Presentation] Numerical simulation of respiratory function for pulmonary lobectomy2011

    • Author(s)
      Yasushi Hirano
    • Organizer
      International Forum on Medical Imaging in Asia (IFMIA) 2011
    • Place of Presentation
      Tenbusu Naha, Naha, Japan
    • Year and Date
      20110118-19
  • [Presentation] Parallel processing environment for three-dimensional image processing using MPI2010

    • Author(s)
      Yasushi Hirano
    • Organizer
      Computer Assisted Radiology and Surgery 24th International Congress and Exhibition (CARS2010)
    • Place of Presentation
      University Medical Center, Geneva, Switzerland
    • Year and Date
      20100623-26
  • [Presentation] 造影 CT を用いた肺血管自動分類のアルゴリズムの検討2010

    • Author(s)
      廣瀬 純
    • Organizer
      画像電子学会第254回研究会
    • Place of Presentation
      大阪 大阪大学中之島センター
    • Year and Date
      2010-11-19
  • [Book] 医用画像工学ハンドブック2012

    • Author(s)
      医用画像工学ハンドブック編集委員会
    • Total Pages
      452-469
    • Publisher
      日本医用画像工学会
  • [Book] 実践 医用画像解析ハンドブック2012

    • Author(s)
      藤田広志 他
    • Total Pages
      271-562
    • Publisher
      オーム社

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Published: 2014-08-29  

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