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Development of adaptive glycemic control system using artificial intelligence - application of expert system -

Research Project

Project/Area Number 61570552
Research Category

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

Allocation TypeSingle-year Grants
Research Field 内分泌・代謝学
Research InstitutionOsaka University Medical School

Principal Investigator

KAWAMORI Ryuzo (1987)  First Department of Medicine, Osaka University Medical School, 医学部, 助手 (00116021)

鮴谷 桂和 (1986)  阪大, 医学部, 助手 (20144462)

Co-Investigator(Kenkyū-buntansha) YAMASAKI Yoshimitsu  First Department of Medicine, Osaka University Medical School, 医学部, 助手 (40201834)
森島 豊彦  大阪大学, 医学部付属病院, 医員
河盛 隆造  大阪大学, 医学部, 助手 (00116021)
七里 元亮  大阪大学, 医学部, 助教授 (00028515)
Project Period (FY) 1986 – 1987
Project Status Completed (Fiscal Year 1987)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1987: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1986: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordsartificial intelligence / expert system / data base / artificial pancreas / glycemic control / 血糖値クランプ / エキスパート・システム / コンパートメント・モデル
Research Abstract

For adaptive glycemic control on diabetics, expert system has been developed combining a continuous glucose monitoring device, a personal computer system, and insulin and glucose infusion pumps. A computer system composes a noise-filter algorithm, glycemia forecasting algorithm, glucose and insulin compartment algorithm, closed-loop intravenous insulin infusion algorithm, closed-loop subcutaneous insulin infusion algorithm, glucose clamp( euglycemic-hyperinsulinemic, and hyperglycemic )algorithm, and a fail-safe algorithm.algorithm. The closed-loop subcutaneous insulin infusion succeeded in controlling the daily glycemic excursion of diabetics into near-normal range. The closed-loop intravenous insulin infusion was carried out on 61 diabetics to deduce an algorithm to determine the insulin dosage of intensified insulin therapy followed after one-day application of artificial endocrine pancreas on diabetics. With the obtained algorithm, 21 diabetics was successively controlled with continuous subcutaneous insulin infusion after strict glycemic control with the artificial endocrine pancreas.
These data indicated that the developed expert system is quite useful for strict glycemic control on diabetics.

Report

(2 results)
  • 1987 Final Research Report Summary
  • 1986 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] Asakawa N.: Diabetes Research. 5. 193-198 (1987)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] 山崎義光: 人工臓器. 16. 982-985 (1987)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] 朝川信之: 大阪大学医学雑誌. 36. 387-395 (1986)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] 関谷正志: 人工臓器. 17. 200-203 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] 直克則: 糖尿病.

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] Asakawa N et al: "Validation of closed-loop subcutaneous insulin infusion algorithm - application of insulin absorption kinetics -" Diabetes Research. 5. 193-198 (1987)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] Yamasaki Y et al.: "Daily glycemic control of human diabetics by closed-loop sc insulin infusion" Jpn J Artif Organs. 16. 982-985 (1987)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] Sekiya M et al.: "The differenc in glycemic control with two closed-loop system." Jpn J Artif Organs. 17. 200-203 (1988)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] Nao K et al.: "How to determine the insulin dosage of intensified insulin therapy from srtificial pancreas" submitted to J Japan Diab Soc.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] Asakawa N: "The developement of closed-loop subcutaneous insulin infusion algorithm --- Application of subcutaneous insulin absorption kinetics---" Osaka University Medical Journal (japanese). 36. 387-395 (1986)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1987 Final Research Report Summary
  • [Publications] ASAKAWA N.et.al.: Diabetes Research. (1987)

    • Related Report
      1986 Annual Research Report
  • [Publications] 朝川信之: 大阪大学医学雑誌. 36(12). 387-395 (1986)

    • Related Report
      1986 Annual Research Report
  • [Publications] 山崎義光,他: 人工臓器. 16. (1987)

    • Related Report
      1986 Annual Research Report

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Published: 1987-03-31   Modified: 2017-04-05  

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