EMG contributes to improve Cerebral State Index modeling in dogs anesthesia

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 6593-6596

  Brás, Susana ^a   Ferreira, David A ^b   Antunes, Luis ^b   Ribeiro, Lénio ^c   Nunes, Catarina S ^d   Gouveia, Sónia ^a  

^a UNIVERSITY OF PORTO   (Portugal)

^b UNIVERSITY OF TRÁS OS MONTES AND ALTO DOURO   (Portugal)

^c Hospital Veterinario do Porto   (Portugal)

^d KING'S COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ANFIS METHOD; DEPTH OF ANESTHESIA; EMG SIGNAL; HILL EQUATION; LOGIC STRUCTURES; MODEL PERFORMANCE; MODELING ERRORS; NEW MODEL; PROPOFOL; SIGNIFICANT IMPACTS;

ANESTHESIOLOGY;

FUZZY LOGIC;

INTRAVENOUS ANESTHETIC AGENT; PROPOFOL;

ALGORITHM; AMBULATORY MONITORING; ANESTHESIA; ANESTHESIOLOGY; ANIMAL; ARTICLE; BRAIN; COMPUTER PROGRAM; DOG; ELECTROMYOGRAPHY; FUZZY LOGIC; HUMAN; METHODOLOGY; PATHOLOGY; PATIENT MONITORING; PHYSIOLOGY; REPRODUCIBILITY; SIGNAL PROCESSING; SPECIES DIFFERENCE; STATISTICAL MODEL;

ALGORITHMS; ANESTHESIA; ANESTHESIOLOGY; ANESTHETICS, INTRAVENOUS; ANIMALS; BRAIN; DOGS; ELECTROMYOGRAPHY; FUZZY LOGIC; HUMANS; MODELS, STATISTICAL; MONITORING, AMBULATORY; MONITORING, INTRAOPERATIVE; PROPOFOL; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE; SPECIES SPECIFICITY;

EID: 84864617012     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6091626     Document Type: Conference Paper

References (15)

1. T. Zhong, Q. L. Guo, Y. D. Pang, L. F. Peng and C. L. Li, "Comparative evaluation of the cerebral state index and the bispectral index during target-controlled infusion of propofol", British Journal of Anaesthesia, 2005, 95: 798-802.
2. T. De Smet, M. M. R. F. Struys, S. Greenwald, E. P. Mortier, S. L. Shafer, "Estimation of optimal modeling weights for a Bayesian-based closed-loop system for propofol administration using the bispectral index as a controlled variable: A simulation study", Anesthesia & Analgesia, 2007, 105: 1629-38.
3. P. J. A. Bollen and H. Saxtorph, "Cerebral state monitoring in beagle dogs sedated with metedomidine", Veterinary Anaesthesia and Analgesia, 2006, 33: 237-240.
4. Danmeter A/S, "Cerebral State Monitor, User Manual". Kildemosevej 13, DK-5000 Odense C, Denmark, 2006.
5. V. Bonhomme and P. Hans, "Muscle relaxation and depth of anaesthesia: where is the missing link?", British Journal of Anaesthesia, 2007, 99: 456-60.
6. E. W. Jensen, H. Litvan, M. Revuelta, B. E. Rodriguez, P. Caminal, P. Martinez, H. Vereecke, M. M. R. F. Struys, "Cerebral State Index during Propofol Anesthesia - A Comparison with the Bispectral Index and the A-Line ARX Index", Anesthesiology, 2006, 105: 28-36
7. Z. Kovacic and S. Bogdan, "Fuzzy controller design: theory and applications", in CRC Press Taylor & Francis Group, 2006
8. A. Absalom and M. M. R. F. Struys, An Overview of Target Controlled Infusions and Total Intravenous Anaesthesia, Academia Press, Gent, Belgium, 2005.
9. T. Beths, J. B. Glen, J. Reid, A. M. Monteiro and A. M. Nolan, "Evaluation and optimisation of a target-controlled infusion system for administering propofol to dogs as part of a total intravenous anaesthetic technique during dental surgery", The Veterinary Record, 2001, 148: 198-203.
10. S. Brás, N. Bressan, L. Ribeiro, D.A. Ferreira, L. Antunes and C. S. Nunes, "A step towards effect-site target-controlled infusion with propofol in dogs: a ke0 for propofol", Journal of Veterinary Pharmacology and Therapeutics, 2009, 32: 182-88.
11. J. R. Jang, "ANFIS: Adaptive-Network-Based Fuzzy Inference System", IEEE Trans. Systems, Man, Cyberne, 1993, 23: 665-85
12. P. P. Angelov. "Evolving rule-based models: a tool for design of flexible adaptive systems". Physica-Verlag, Heidelberg, ISBN 3-7908- 1457-1, 2002.
13. S. L. Chiu. "An efficient method for extracting fuzzy classification rules from high dimensional data", Journal Advanced Computational Intelligence, 1997, 1:31-36
14. L. M. Ribeiro, D. A. Ferreira, S. Brás, A. Castro, C. A. Nunes, P. Amorim and L. M. Antunes, Correlation between clinical signs of depth of anaesthesia and cerebral state index responses in dogs during induction of anaesthesia with propofol, Research in Veterinary Science, 2009, 87:287-291.
15. N. Bressan, A. Castro, S. Bras, L. Ribeiro, D. A. Ferreira, A. Silva, L. Antunes, C. S. Nunes, "Modelling the dynamics of depth of anaesthesia: Cerebral State Index in dogs," in Proc.15th Mediterranean Conference on Control & Automation, Athens, 2007, T21-025.