• DocumentCode
    1875585
  • Title

    A simple model for the identification of drug effects

  • Author

    Alonso, Hugo ; Mendonça, Teresa ; Lemos, João M. ; Wigren, Torbjörn

  • Author_Institution
    Unidade de Investigacao Mat. e Aplic., Univ. de Aveiro Campus Univ. de Santiago, Aveiro, Portugal
  • fYear
    2009
  • fDate
    26-28 Aug. 2009
  • Firstpage
    269
  • Lastpage
    273
  • Abstract
    This paper presents a new model for the identification of drug effects. The main advantage of this model over standard models is its simplicity. In fact, the proposed model establishes an affine relation between the drug infusion rate and the corresponding effect on the patient where there are few parameters to estimate, while standard models usually assume a nonlinear relation with many parameters to estimate. Furthermore, it is shown that the new model has a good ability to describe real data. Here, the case study focuses on the muscle relaxant atracurium and its influence on the neuromuscular blockade, but other drugs such as the hypnotic propofol and the analgesic remifentanil and their influence on the depth of anaesthesia may also be considered.
  • Keywords
    drugs; muscle; neurophysiology; parameter estimation; anaesthesia influence; analgesic remifentanil; drug effect identification; drug infusion rate; hypnotic propofol; muscle relaxant atracurium; neuromuscular blockade; parameter estimation; Algorithm design and analysis; Drugs; Electronic mail; Information technology; Muscles; Neuromuscular; Parameter estimation; Reduced order systems; Signal processing; System identification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing, 2009. WISP 2009. IEEE International Symposium on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4244-5057-2
  • Electronic_ISBN
    978-1-4244-5059-6
  • Type

    conf

  • DOI
    10.1109/WISP.2009.5286552
  • Filename
    5286552