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
Link To Document :
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