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Consideration for Density Optimization and Dose Reduction of Digital Dental Imaging System Using Fuzzy Control

Research Project

Project/Area Number 09671925
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 病態科学系歯学(含放射線系歯学)
Research InstitutionKyushu University

Principal Investigator

TANAKA Takemasa  Fac.Dentistry, Dept.Oral and Maxillofacial Radiology, Kyushu University Research Associate, 歯学部, 助手 (30163538)

Co-Investigator(Kenkyū-buntansha) KAWAZU Toshiyuki  Fac.Dentistry, Dept.Oral and Maxillofacial Radiology, Kyushu University Research, 歯学部, 助手 (20294960)
TABATA Osamu  Fac.Dentistry, Dept.Oral and Maxillofacial Radiology, Kyushu University Assistan, 歯学部, 講師 (50150470)
TOYOFUKU Fukai  School of Health Science, Kyushu University Associate Professor, 医療技術短期大学部, 教授 (10117179)
TOKUMORI Kenji  Fac.Dentistry, Dept.Oral and Maxillofacial Radiology, Kyushu University Research, 歯学部, 助手 (40253463)
YOSHIURA Kazunori  Fac.Dentistry, Dept.Oral and Maxillofacial Radiology, Kyushu University Assistan, 歯学部, 講師 (20210643)
Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 1998: ¥1,200,000 (Direct Cost: ¥1,200,000)
Fiscal Year 1997: ¥1,900,000 (Direct Cost: ¥1,900,000)
Keywordsfuzzy reasoning / computer-assisted diagnosis / fuzzy c-means clustering / digital image / digital dental imaging system / computer-assistediagnosis / fuzzyc-meansclustering / digitalimage / digitaldentalimagingsystem
Research Abstract

The digital dental imaging system (DDIS) has been developed and spread widely in recent years. The images of DDIS, however, aren't always so good, because of insufficient density distribution. Therefore, it seems that DDIS requires density optimization in an appropriate way. The authors applied the fuzzy reasoning and fuzzy c-means clustering algorithm for this purpose. According to our method, density distribution of most DDIS images could be improved better than the conventional histogram equalization method.
Moreover, this method could be applied for the reduction of absorbed dose of the patients. If the exposure time is shorter than standard one and the density of the image is insufficient, the density can be compensated acoording to the method described as above. Consequently, it was suggested that the absorbed dose could be decreased 38.3%.

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • Research Products

    (15 results)

All Other

All Publications (15 results)

  • [Publications] 田中武昌、河津俊幸、神田重信: "ファジィc-meansクラスタリングによる歯科用デジタル画像診断システムの濃度の最適化と被曝線量軽減の検討" バイオメディカルファジィシステム学会第11回年次大会講演論文集. 29-30 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kanda S: "Computer-assisted deagnostic system for ultrasonography using fuzzy reasoning-Improvement with analvtic hierarchy process-" Biomedical Softcomputing and Human Sciences. 4. 43-48 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 田中武昌、河津俊幸、神田重信: "ファジィ理論による超音波診断支援システム-確定法(脱ファジィ化)に関する検討-" バイオメディカルファジィシステム学会1999年九州地方会学術集会論文集. 5. 17-20 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kawazu T,Kanda S: "Computer-assisted diagnostic system for ultrasonography using fuzzy reasoning -Consideration of defuzzification procedure-" Biomedical Softcomputing and Human Sciences. 5in press. (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kawazu T,Kanda S.: "Density optimization for digital dental imaging system using fuzzy reasoning and c-means clustering" Proceedings of the 10th Annual Meeting of Biomedical Fuzzy Systems Association. 75-76 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Miwa K,Kanda S: "Application of fuzzy reasoning in an expert system for ultrasonography" Dentomaxillofacial Radiology. Vol.26. 125-131 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kawazu T,Kanda S: "Consideration for density optimization and dose reduction of digital dental imaging system using fuzzy c-means clustering" Proceedings of the 11th Annual Meeting of Biomedical Fuzzy Systems Association. 29-30 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kanda S: "Computer-assisted diagnostic system for ultrasonography using fuzzy reasoning. -Improvement with analytic hierarchy process-" Biomedical Softcomputing and Human Sciences. Vol.4. 43-48 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Tanaka T,Kawazu T,Kanda S: "Computer-assisted diagnostic system for ultrasonography using fuzzy reasoning. -Consideration of defuzzification procedure-" Biomedical Softcomputing and Human Sciences. Vol.5 (in press). (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 田中武昌、河津俊幸、神田重信: "ファジィc-meansクラスタリングによる歯科用デンタル画像診断システムの濃度の最適化と被曝線量軽減の検討" バイオメディカルファジィシステム学会第11回年次大会講演論文集. 29-30 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Tanaka T, Kanda S: "computer-assisted diagnostic system for ultrasonography using fuzzy reasoning -improvement with analytic hierarchy process-" Biomedical Softcomputing and Human Sciences. 4. 43-48 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 田中武昌、河津俊幸、神田重信: "ファジィ理論による超音波診断システム-確定法(脱ファジィ化)に関する検討-" バイオメディカルファジィシステム学会1999年九州地方会学術集会論文集. 5. 17-20 (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] Tanaka T, Kawazu T, Kanda S: "computer-assisted diagnostic system for ultrasonography using fuzzy reasoning -Consideration of defuzzyfication procedure-" Biomedical Softcomputing and Human Sciences. 5(in press). (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 田中武昌、河津俊幸、神田重信: "ファジィ推論とc-meansクラスタリングによる歯科用デジタル画像診断システムの濃度の最適化" バイオメディカルファジィシステム学会10周年記念大会講演論文集. 75-76 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] Tanaka T,Miwa K,Kanda S: "Application of fuzzy reasoning in an expert system for ultrasonography" Dentomaxillofacial Radiology. 26. 125-131 (1997)

    • Related Report
      1997 Annual Research Report

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Published: 1997-04-01   Modified: 2016-04-21  

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