• DocumentCode
    3181141
  • Title

    Effects of computer-aided drug delivery system with adaptive predictive control by human operators

  • Author

    Kashihara, Koji

  • Author_Institution
    Grad. Sch. of Inf. Sci., Nagoya Univ., Nagoya, Japan
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    2862
  • Lastpage
    2866
  • Abstract
    To help the judgment of a human operator, a computer-aided drug delivery system using adaptive predictive control with a neural network is suggested. The assisting system can predict future responses of a patient to drug infusions and calculate optimal inputs and present those values on a monitor. Regardless of sudden disturbance such as bleeding, operators of the computer-aided system were able to control arterial blood pressure. To improve the computer-aided system, future studies will be needed to consider the method for emergency warning or correspondence to multiple drug infusions.
  • Keywords
    adaptive control; drug delivery systems; neural nets; predictive control; adaptive predictive control; arterial blood pressure; computer aided drug delivery system; drug infusion; human operator; neural network; Artificial neural networks; adaptive predictive control; arterial blood pressure; computer-aided system; drug infusion; system evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641926
  • Filename
    5641926