Title :
A wavelet based method for steady-state detection in anesthesia
Author :
Castro, Ana ; Almeida, Fernando G. ; Amorim, Pedro ; Nunes, Catarina S.
Author_Institution :
Fac. de Eng., Univ. do Porto, Porto, Portugal
Abstract :
With the recent concern on patient´s outcome following general anesthesia, automatic control of drugs has been a field of interest. The Bispectral Index (BIS) is an EEG based hypnosis monitor, in current use at the operating theatre as a guiding tool for the anesthesiologist to titrate drugs, and prevent awareness. When trying to model a certain process, it´s very important to obtain information of the system behavior under steady-state conditions. In this study the hypnotic and analgesic drugs´ effect on the hypnosis index BIS was analyzed, in order to obtain steady-state information of the system response (inputs-output), and in the future model the drugs combined effect. A steady-state index was obtained using a wavelet analysis technique for trend detection. This tool may be used in the future to model the drug´s combined effect on the hypnosis indices, and also to bring some insight on disturbances not related to drug changes.
Keywords :
drugs; electroencephalography; medical signal processing; spectral analysis; wavelet transforms; EEG based hypnosis monitor; analgesic drugs effect; anesthesia; automatic drug control; bispectral index analysis; hypnosis index BIS analysis; hypnotic drugs effects; steady-state detection; wavelet analysis technique; Algorithms; Anesthesia, General; Anesthetics; Brain; Computer Simulation; Consciousness; Drug Therapy, Computer-Assisted; Electroencephalography; Humans; Models, Biological; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-3296-7
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2009.5334037