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Basic Research on Computer Aided Diagnosis for Mammography and Its Practical Application

Research Project

Project/Area Number 10044136
Research Category

Grant-in-Aid for Scientific Research (A).

Allocation TypeSingle-year Grants
Section一般
Research Field 計測・制御工学
Research InstitutionTokyo University of Agriculture & Technology

Principal Investigator

KOBATAKE Hidefumi  Tokyo Univ. of Agri. & Tech., Graduate School of Bio-Applications and Systems Engineering, Professor, 大学院・生物システム応用科学研究科, 教授 (80013720)

Co-Investigator(Kenkyū-buntansha) MURAKAMI Koji  National Cancer Center Hospital, Dept. of Radiology, Director, 放射線部, 医員
NAWANO Shigeru  National Cancer Center Hospital, Dept. of Radiology, Director, 放射線部, 医長
SHIMIZU Akinobu  Tokyo Univ. of Agri. & Tech., Graduate School of Bio-Applications and Systems Engineering, Associate Professor, 大学院・生物システム応用科学研究科, 助教授 (80262880)
HAGIWARA Yosihiro  Tokyo Univ. of Agri. & Tech., Associate Professor, 工学部, 助手 (80293009)
NISHIKAWA Ro  シカゴ大学, 医学部, 助手
DOI Kunio  シカゴ大学, 医学部, 教授
Project Period (FY) 1998 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥8,200,000 (Direct Cost: ¥8,200,000)
Fiscal Year 1999: ¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 1998: ¥4,800,000 (Direct Cost: ¥4,800,000)
KeywordsMammography / Computer Aided Diagnosis / CAD / Mammogram / Screening / Breast Cancer / Tumor / Microcalcification / 腫癌影
Research Abstract

This project is the joint collaboration research between Tokyo University of Agriculture and Technology and University of Chicago. Each research group has developed high-performance CAD system for mammography. The purpose of this project is to accelerate the development of the next generation CAD system for mammography. The activities for two years are as follows.
June 20-26, 1998 Research group of Univ. of Chicago visited Tokyo Univ. of Agri. & Tech.
Nov. 28-Dec. 6, 1998 Research group of Tokyo Univ. of Agri. & Tech. visited Univ. of Chicago
Oct. 2-9, 1999 Research group of Univ. of Chicago visited Tokyo Univ. of Agri. & Tech.
Feb. 12-17, 2000 Research group of Tokyo Univ. of Agri. & Tech. visited R2 Technology CO. Ltd. to investigate the state of the art of the CAD system for mammography which is now in practical use.
We exchanged information on CAD system for mammography. Researchers of Univ. of Chicago gave lectures on the present state of the art of CAD system for mammography and its clinical evaluation. These lectures were open to the public. Researchers of Tokyo Univ. of Agri. & Tech. also gave lectures on the medical image processing at R2 Technology.

Report

(3 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • Research Products

    (56 results)

All Other

All Publications (56 results)

  • [Publications] 小畑 秀文: "アイリス・フィルタとその特性解析"計測自動制御学会論文誌. 34. 326-332 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 吉永 幸靖: "濃度勾配ベクトルを用いたコントラストが幅に影響されない線領域の検出法"電子情報通信学会論文誌. Vol.J81-D-II. 2547-2555 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 萩原 義裕: "CT画像を用いたじん肺粒状影の抽出とじん肺症自動分類の試み"Medical Imaging Technology. 16. 578-584 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] S. Nawano: "Computer-Aided Diagnosis in Full Digital Mammography"Investigative Radiology. 34. 310-316 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Hidefumi Kobatake: "Convergence Index Filter for Vector Fields"IEEE Trans. on Image Processing. 8. 1029-1038 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] H. Kobatake: "Computerized detection of malignant tumors on digital mammograms"IEEE Trans. on Medical Imaging. 18. 369-378 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 井関: "再帰的領域探索法による胸部CT画像からの血管の3次元構造の抽出"電子情報通信学会論文誌 D-II. J82-D-II. 1533-1535 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 村上 政行: "乳房X線上の悪性腫瘤影の特徴抽出"Medical Imaging Technology. 17. 681-689 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 橋本 滋: "左右マンモグラムの定性的特徴量の比較に基づく偽陽性陰影の削減"電子情報通信学会論文誌 D-II. J83-D-II. 101-108 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 萩原 義裕: "不定形微小凸領域抽出のための領域拡張を伴なうモルフォロジカルフィクレタとその医用画像処理への応用"電子情報通信学会論文誌. J83-D-II. 109-117 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 魏軍: "肺がん陰影候補抽出のための勾配ベクトル集中性フィルタ"電子情報通信学会論文誌. J83-D-II. 118-125 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Anastasio Ma: "A genetic algorithm-based method for optimizing the performance of a computer-aided diagnosis scheme for detection of dustered micro classifications"Med Phys. 25. 1613-1620 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] doi K: "Computer vision and artificial intelligence in mammography"Diagnostik und Therapic des Mammakarzinoms. 11-16 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Huo Z: "Automated computerized classification of malignant and benign mass lesions on digitized mammograms"Acad Radiol. 5. 155-168 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Nagel RH: "Analysis of methods for reducing false positives in the automated detection of clustered microclassifications in mammograms"Med Phys. 25. 1502-1506 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Nishikawa RM: "Mammographic databases"Breast Disease. 10. 137-150 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Zhang W: "Optimally weighted wavelet transform based on supervised training for detection of microclassifications in digital mammograms"Med Phys. 25. 949-956 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Doi k: "Computer-aided diagnosis in radiology : Potential and pitfalls"European Journal of Radiology. 31. 97-109 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Jiang Y: "Improving breast cancer diagnosis with computer-aided diagnosis"Acad Radiol. 6. 22-33 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Nishikawa RM: "Computer-aided diagnosis in digital mammography"Diagnostic Imaging. 47-51 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] S. Nawano, K. Murkami, K. Moriyama. H. Kobatake, H. Takeo and K. Shimura: "Computer-Aided Diagnosis in Full Digital Mammography"Investigative Radiology. Vol. 34, No. 4. 310-316 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Hidefumi Kobatake and Shigeru Hashimoto: "Convergence Index Filter for Vector Fields"IEEE Trans. On Image Processing. Vol. 8, No. 8. 1029-103 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] H. Kobatake, M. Murkami, H. Takeo and S. Nawano: "Computerized detection of malignant tumors on digital mammograms"IEEE Trans. On Medical Imaging. Vol. , No.. 369-378 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Doi K, MacMahon H. Katsuragawa S, Nishikawa RM, Jiang Y: "Computer-aided diagnosis in radiology : Potential and pitfalls"European Journal of Radiology. 31. 97-109 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Jiang Y, Nishikawa RM: "Schmidt RA, Metz CE, Giger ML, Doi K : Improving breast cancer diagnosis with computer-aided diagnosis"Acad Radiol. 6. 22-33 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Nishikawa RM: "Computer-aide diagnosis in digital mammography"Diagnostic Imaging (September). 47-51 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] S.Nawano: "Computer-Aided Piagrosis in Full Digital Mammography"Investigative Radiology. 34・4. 310-316 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Hidefumi Kobatake: "Convergence Index Filter for Vector Fields"IEEE Trans.on Image Processing. 8・8. 1029-1038 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] H.Kobatake: "Computerized detection of malignant tumors on digital mammograms"IEEE Trans.on Medical Imaging. 18・5. 369 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 井関: "再帰的領域探索法による胸部CT画像からの血管の3次元構造の抽出"電子情報通信学会論文誌. J82-P-II・9. 1533-1535 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 村上 政行: "乳房X線上の悪性腫瘤影の特徴抽出"Medical Imaging Technology. 17・6. 681-689 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Doi K: "Computer-aided diagnosis in radiology"European Journal of Radiology. 31. 97-109 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Nishikawa RM: "Computer-aided diagnosis in digital mammography"Diagnositic Imaging. 47-51 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 橋本 滋: "左右マンモグラムの定性的特徴量の比較に基づく偽陽性陰影の削減"電子情報通信学会論文誌. J83-D-II・1. 415-418 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 萩原 義裕: "ヒストグラムを利用したアーチファクトを生じないモルフォロジフィルダ"電子情報通信学会論文誌. J83-D-II・1. 101-108 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 萩原 義裕: "不定形微小凸領域抽出のための領域拡張を伴なうモルフォロジカルフィルタとあおの医用画像処理への応用"電子情報通信学会論文誌. J83-D-II・1. 109-117 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 魏 軍: "肺がん陰影候補抽出のための勾配ベクトル集中性フィルタ"電子情報通信学会論文誌. J83-D-II・1. 118-125 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 小畑秀文、村上正行: "アイリスフィルタとその特性解析" 計測自動制御学会論文誌. 34・4. 326-332 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] S.Hashimoto,H.Kobatake,H.Takeo and S.Nawano: "Automated Tumor Detection System for Full-Digital Mammography Using Bilateral Comparison in Feature Space" Proc.of CAR'98. 207-212 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] F.Iseki,H.Kobatake,H.Omatsuand R.Kakinuma: "Extraction of 3D Tree Structure of Blood Vessels in Lung Area from Chest CT Images" Proc.of CAR'98. 45-50 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] H.Kitaoka,R.Takaki,K.Itoh,F.Iseki,H.Kobatake,H.Ohmatsu,N.Moriyama and K.Eguchi: "Spape Analysis of Pulmonary Nodules in 3D-CT Images withh a New Method of Curvature Estimation" Proc.of CAR'98. 51-56 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] H.Kobatake,H.Takeo and S.Nawano: "Tumor Deteotion System for Full-Digital Mammography,N.Karssemeijer et al.Ed." Digital Mammography. 87-94 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] H.Kobatake,H.Takeo and S.Nawano: "Microcalcification Detection System for Full-Digital Mammography,N.Karssemeijer et al.Ed." Digital Mammography. 201-204 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 吉永幸靖、小畑秀文: "濃度勾配ベクトルを用いたコントラストや幅に影響されない線領域の検出法" 電子情報通信学会論文誌. J81-D・II. 2547-2555 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 萩原義裕、小畑秀文,志田寿夫: "CT画像を用いたじん肺粒状影の抽出とじん肺症自動分類の試み" Medical Imaging Technology. 16・5. 578-584 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Yukiyasu Yoshinaga and Hidefumi Kobatake: "Robust extraction of curvilinear convex regions with weak contrast using a gradient vector distribution model" Proc.of Int.Symp.on Noise Reduction for Imaging and Communication Systems. 157-162 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Doi K,GigerML,Nishikawa RM,Schmidt RA: "Computer vision and artifical intelligence in mammography." Diagnostik und Therapie des Mammakarzinoms:State of the Art.11-16 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Zhang W,Yoshida H,Nishikawa RM,Doi K: "Optimally weighted wavelet transform based on supervised training for detection of microcalcifications in digital mammograms" Med Phys. 25. 949-956 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Huo Z,Giger ML,Vybomy CJ,WolvertonDE,SchmidtRA,Doi K: "Automated computerized classification of malignant and benign mass lesions on digitized mammograms" Acad Radiol. 5. 155-168 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Nagel RH,Nishikawa RM,Papaioannou J,Doi K: "Analysis of methods for reducing false positives in the automated detection of clustered microcalcifications in mammograms" Med Phys. 25. 1502-1506 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Giger ML,Huo Z,Wolverton DE,Vybomy CJ,Moran C,SchmidtRA,ALHallaqH,Nishikawa RM,Doi K: "Computer-aided diagnosis of digital mammographic and ultrasound images of breast mass lesions" Digital Mammography 1998. 143-148 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Jiang Y,Nishikawa RM,Schmidt RA,Metz CE,Giger ML,Doi K: "Benefits of computer-aided diagnosis (CAD) in mammographic diagnosis of malignant and benign clustered microcalcifications" Digital Mammography 1998. 215-220 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Nishikawa RM,Giger ML,Wolverton DE,Schmidt RA,Comstock CE,Papaioannou J.Collins SA,Doi K: "Prosoective testing of a clinical mammography workstation for CAD:Analysis of the first 10,000 cases" Digital Mammography 1998. 401-406 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Huo Z,Giger ML,Olopade FL,Wolverton DE,Cummings S,Zhong W,Doi K: "Computerized analysis of digitized mammograms of women with low breast cancer risk and of BRCA1/BRCA2 gene-mutation carriers" Digital Mammography 1998. 419-422 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Anastasio MA,Yoshida H,Nagel R,Nishikawa RM,Doi K: "A genetic algoritha-based method for optimizing the performance of a computer-aided diagnosis scheme for detection of clustered microcalcifications in mammograms" Med Phys. 25. 1613-1620 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Jiang Y,Nishikawa RM,Schmidt RA,Metz CE,Giger MI,Doi K: "Improving breast cancer diagnosis with computer-aided diagnosis" Acad Radiol. 6. 22-33 (1999)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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