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Application of Artificial Intelligence in Analysis of Laboratory Data

Research Project

Project/Area Number 62571034
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field Laboratory medicine
Research InstitutionTokyo Medical and Dental University

Principal Investigator

SHIINA Shin-ichi  Tokyo Medical and Dental University, 医学部, 教授 (40013867)

Co-Investigator(Kenkyū-buntansha) KAMEI Yasuyuki  Tokyo Medical and Dental University, 医学部, 助手 (60161238)
Project Period (FY) 1987 – 1988
Project Status Completed (Fiscal Year 1988)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,300,000)
Fiscal Year 1988: ¥300,000 (Direct Cost: ¥300,000)
Fiscal Year 1987: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsTest / Data Analysis / 人工知能 / 検査データ解析 / 人工知能の応用
Research Abstract

1. Results of the first year The programs for analysis of the blood tests was completed and the clinical data in 155 patients with blood diseases were input in cooperation with hematological specialists to establish the diagnostic accuracy. As a result, there are some cases which had not been diagnosed accuracy were confirmed to be due to their unclassifiableness by Wintrobe's classification. Therefore, it became clear that some Japanese patients are not in conformity with Wintrobe's classification. On the other hand, some cases were diagnosed erroneously, suggesting it necessary to correct the program. However, their program has been confirmed to have markedly high diagnostic accuracy. 2. Results of the second year(final year) After almost satisfactory diagnostic accuracy was obtained by correction ot the program, it was rewritten into the program for a microcomputer. 3. Reflection and future expansion of the research program The program of biochemical test data analysis anticipated at first was larger-scale than we imagined. Several years will be needed for its completion.
For the above-mentioned reasons, the original plan was extravagant and the imperfectness of the study is reflected. We are planning to complete the program for practical use for several years ahead.

Report

(3 results)
  • 1988 Annual Research Report   Final Research Report Summary
  • 1987 Annual Research Report
  • Research Products

    (6 results)

All Other

All Publications (6 results)

  • [Publications] SHIINA,S: Proceedings of the Seventh International Congress,Medical infor Matics Informatics Europe '87. III. 1069-1073 (1987)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1988 Final Research Report Summary
  • [Publications] SHIINA,S: Proceedings of Symposium of the Clinical Pathology Committee or the Pathological Society of the Republic of China. 38 (1987)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1988 Final Research Report Summary
  • [Publications] Shin-ichi SHIINA: "Blood:Expert System for Data Analysis in Hematology" Proceedings of the Seventh International Congress,Medical Informatics Europe '87. III. 1069-1073 (1987)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1988 Final Research Report Summary
  • [Publications] Shin-ichi SHIINA: "For Doctor and for Patient" Proceedings of Symposium of the Clinical Committee or the Pathological Society of the Republic of China. 38 (1987)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1988 Final Research Report Summary
  • [Publications] SHIINA, S: Proceedings of the Seventh International Congress, Medical Informatics Europe '87. II. 1069-1073 (1987)

    • Related Report
      1987 Annual Research Report
  • [Publications] SHIINA, S: Proceedings of Symposium of the Clinical Pathology Committee or the Pathological Society of the Republic of China. 38 (1987)

    • Related Report
      1987 Annual Research Report

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Published: 1987-04-01   Modified: 2016-04-21  

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