Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Read chapter Read first chapter

2017 | OriginalPaper | Chapter

Fuzzy Logic Systems for Assistance in the Anesthesiology Processes

Authors : Maria Leandra Guateque, Alvaro David Orjuela-Cañón, Wilber Acuña-Bravo, Juan Jose Jaramillo

Published in: Applied Computer Sciences in Engineering

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In the anesthesiology area, supporting for surgical interventions are relevant to make these procedures pain-free and comfortable for the patients. Nowadays, complexity in those methods can be simple, where medical doctors perform entire work, or assistance systems for making decisions in this task. The purpose of this paper is to present the comparison between the decision making in anesthesiology process given by medical personnel and a fuzzy logic system output based on the same information. Results based on Kappa index show that fuzzy system can provide information with almost perfect agreement about quantities of gas that have to be supplied to patients in anesthesiology action.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Fuzzy Uncertainty in Random Variable Generation: A Cumulative Membership Function Approach
next chapter Control Optimization of Range Extender’s Start-Stop Moment for Extended-Range Electric Vehicle
Literature
1.
Gómez Oquendo, F.J., Casas Arroyave, F.D., Fernández, J.M., Grisales, Á.G.: Total intravenous anesthesia in a closed loop system: report of the first case in Colombia. Rev. Colomb. Anestesiol. 41, 306–310 (2013)CrossRef
2.
Jaffe, R.A.: Anesthesiologist’s Manual of Surgical Procedures. Lippincott Williams & Wilkins, Philadelphia (2014)
3.
Li, T.-N., Li, Y.: Depth of anaesthesia monitors and the latest algorithms. Asian Pac. J. Trop. Med. 7, 429–437 (2014)CrossRef
4.
Chen, Z., Purdon, P.L., Harrell, G., Pierce, E.T., Walsh, J., Brown, E.N., Barbieri, R.: Dynamic assessment of baroreflex control of heart rate during induction of propofol anesthesia using a point process method. Ann. Biomed. Eng. 39, 260–276 (2011)CrossRef
5.
Yu, S., Tan, K.K., Sng, B.L., Li, S., Sia, A.T.H.: Automatic identification of needle insertion site in epidural anesthesia with a cascading classifier. Ultrasound Med. Biol. 40, 1980–1990 (2014)CrossRef
6.
Zoughi, T., Boostani, R., Deypir, M.: A wavelet-based estimating depth of anesthesia. Eng. Appl. Artif. Intell. 25, 1710–1722 (2012)CrossRef
7.
Nguyen-Ky, T., Wen, P.P., Li, Y.: Consciousness and depth of anesthesia assessment based on bayesian analysis of EEG signals. IEEE Trans. Biomed. Eng. 60, 1488–1498 (2013)CrossRef
8.
Mirza, M., GholamHosseini, H., Harrison, M.J.: A fuzzy logic-based system for anaesthesia monitoring. In: 2010 Annual International Conference of the IEEE on Engineering in Medicine and Biology Society (EMBC), pp. 3974–3977 (2010)
9.
Baig, M.M., GholamHosseini, H., Kouzani, A., Harrison, M.J.: Anaesthesia monitoring using fuzzy logic. J. Clin. Monit. Comput. 25, 339 (2011)CrossRef
10.
Benzy, V.K., Jasmin, E.A.: A combined wavelet and neural network based model for classifying depth of anaesthesia. Procedia Comput. Sci. 46, 1610–1617 (2015)CrossRef
11.
Shalbaf, R., Behnam, H., Sleigh, J.W., Steyn-Ross, A., Voss, L.J.: Monitoring the depth of anesthesia using entropy features and an artificial neural network. J. Neurosci. Meth. 218, 17–24 (2013)CrossRef
12.
Daabiss, M.: American Society of Anaesthesiologists physical status classification. Indian J. Anaesth. 55, 111 (2011)CrossRef
13.
Viera, A.J., Garrett, J.M.: Understanding interobserver agreement: the Kappa statistic. Fam. Med. 37, 360–363 (2005)
14.
Saraouglu, H.M., Şanlı, S.: A fuzzy logic-based decision support system on anesthetic depth control for helping anesthetists in surgeries. J. Med. Syst. 31, 511–519 (2007)CrossRef
15.
Duch, W.: Uncertainty of data, fuzzy membership functions, and multilayer perceptrons. IEEE Trans. Neural Netw. 16, 10–23 (2005)CrossRef
16.
Mamdani, E.H.: Application of fuzzy logic to approximate reasoning using linguistic synthesis. In: Proceedings of the Sixth International Symposium on Multiple-Valued Logic, pp. 196–202 (1976)
Metadata
Title
Fuzzy Logic Systems for Assistance in the Anesthesiology Processes
Authors
Maria Leandra Guateque
Alvaro David Orjuela-Cañón
Wilber Acuña-Bravo
Juan Jose Jaramillo
Copyright Year
2017
Book
Applied Computer Sciences in Engineering

Print ISBN: 978-3-319-66962-5

Electronic ISBN: 978-3-319-66963-2

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-66963-2_37

Premium Partner

    Image Credits