Dynamic behavior of BIS, M-entropy and neuroSENSE brain function monitors

Journal of Clinical Monitoring and Computing

Volumn 25, Issue 1, 2011, Pages 81-87

  Bibian, Stéphane ^a   Dumont, Guy A ^b   Zikov, Tatjana ^a  

^a NeuroWave Systems Inc   (United States)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

anesthesia; brain monitors; closed loop; electroencephalography; modeling

Indexed keywords

ALGORITHMIC PROCESS; ANESTHESIA; BRAIN FUNCTIONS; CLOSED-LOOP; CORTICAL ACTIVITY; DEGRADED PERFORMANCE; DYNAMIC BEHAVIORS; EEG SIGNALS; FEED-BACK SENSORS; GE HEALTHCARES; INPUT SIGNAL; LINEAR AND TIME INVARIANTS; LINEAR TIME INVARIANT MODEL; MEDICAL SYSTEMS; MODEL PARAMETERS; NON-LINEAR; RAPID CHANGES; RECURSIVE LEAST-SQUARES ESTIMATION; SECOND SIGNAL; TIME VARIANT;

ANESTHESIOLOGY; CLOSED LOOP SYSTEMS; COMPUTER SIMULATION; DYNAMIC MODELS; ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; ENTROPY; HEALTH CARE; RATING; SENSORS;

MONITORING;

ALGORITHM; BRAIN CORTEX; BRAIN ELECTROPHYSIOLOGY; BRAIN FUNCTION MONITOR; COMPUTER SIMULATION; CONFERENCE PAPER; DYNAMICS; ELECTROENCEPHALOGRAM; MATHEMATICAL MODEL; MONITOR; NONLINEAR SYSTEM; PREDICTION; PRIORITY JOURNAL; REGRESSION ANALYSIS; RELIABILITY; STATISTICAL PARAMETERS; TIME;

ANESTHESIA, GENERAL; ANESTHESIOLOGY; BRAIN; COMPUTER SIMULATION; ELECTROENCEPHALOGRAPHY; ENTROPY; HUMANS; LEAST-SQUARES ANALYSIS; MODELS, THEORETICAL; MONITORING, INTRAOPERATIVE; POINT-OF-CARE SYSTEMS; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 79958771132     PISSN: 13871307     EISSN: 15732614     Source Type: Journal    
DOI: 10.1007/s10877-010-9266-9     Document Type: Conference Paper

References (18)

1. Struys MMRF, Mortier EP, De Smet T. Closed loops in anaesthesia. Best Pract Res Clin Anaesthesiol 2006; 20(1): 211-220.
2. Zikov T, Bibian S, Dumont GA, Huzmezan M, Ries CR. Quantifying cortical activity during general anesthesia using wavelet analysis. IEEE Transact Biomed Eng 2006; 53: 617-632.
3. Liu N, Chazot T, Genty A, Landais A, Restoux A, McGee K, Laloë P-A, Trillat B, Barvais L, Fischler M. Titration of Propofol for anesthetic induction and maintenance guided by the bispectral index: closed-loop versus manual control: a prospective, randomized, multicenter study. Anesthesiology 2006; 104: 686-695.
4. De Smet T, Struys MMRF, Neckebroek MM, Van den Hauwe K, Bonte S, Mortier EP. The accuracy and clinical feasibility of a new Bayesian-based closed-loop control system for Propofol administration using the bispectral index as a controlled variable. Anesth Analg 2008; 107(4): 1200-1210.
5. Absalom A, Kenny G. Closed-loop control of Propofol anaesthesia using bispectral index: performance assessment in patients receiving computer controlled propofol and manually controlled Remifentanil infusions for minor surgeries. Br J Anaesth 2003; 90(6): 738-741.
6. Locher S, Stadler K, Boehlen T, Bouillon T, Leibundgut D, Schumacher P, Wymann R, Zbinden A. A new closed-loop control system for isoflurane using bispectral index outperforms manual control. Anesthesiology 2004; 101: 591-602. (Pubitemid 39121638)
7. Struys MM, De Smet T, Versichelen LF, Van De Velde S, Van den Broecke R, Mortier EP. Comparison of closed-loop controlled administration of propofol using bispectral index as the controlled variable versus "standard practice" controlled administration. Anesthesiology 2001; 95(1): 6-17.
8. Liu N, Fatima B, Chazot T, Trillat B, Fischler M (2007) Closed-loop titration of Propofol and Remifentanil guided by spectral entropy: a controlled study. Anesthesiology A1881.
9. Liu N, Chazot T, Le Guen M, Trillat B, Fischler M (2010) Closed-loop administration of Propofol and Remifentanil guided by the BIS index in 1594 patients. Anesthesiology A1694.
10. Liu N, Chazot T, Trillat B, Michel-Cherqui M, Marandon J, Law-Koune J, Rives B, Fischler M. Closed-loop control of consciousness during lung transplantation: an observational study. J Cardiothorac Vasc Anesth 2008; 22: 611-615.
11. Hegde HV, Puri GD, Kumar B, Behera A. Bi-spectral index guided closed-loop anaesthesia delivery system (CLADS™) in pheochromocytoma. J Clin Monit Comput 2009; 23: 189-196.
12. Haddad WM, Bailey JM. Closed-loop control for ICU sedation. Best Pract Res Clin Anaesthesiol 2009; 23: 95-114.
13. Pauldine R, Beck G, Salinas J, Kaczka D. Closed-loop strategies for patient care systems. J Trauma Inj Infect Crit Care 2008; 64: S289-S294. (Pubitemid 351501423)
14. Bibian S, Ries CR, Huzmezan M, Dumont GA. Introduction to automated drug delivery in clinical anesthesia. Eur J Control 2005; 11: 535-557. (Pubitemid 44548930)
15. CNS cortical quantifier: a deterministic approach to EEG analysis. White paper, www.neurowavesystems.com.
16. Absalom AR, Sutcliffe N, Kenny GN. Closed-loop control of anesthesia using bispectral index: performance assessment in patients undergoing major orthopedic surgery under combined general and regional anesthesia. Anesthesiology 2002; 96: 67-73. (Pubitemid 34032484)
17. Bibian S, Dumont GA, Huzmezan M, Ries CR. Quantifying uncertainty bounds in anesthetic PKPD models. Proc IEEE Eng Med Biol Soc Conf 2004; 1: 786-789. (Pubitemid 40043963)
18. Dumont GA, Martinez A, Ansermino M. Robust control of depth of anesthesia. Int J Adapt Control Signal Process 2009; 23: 435-454.