Title :
Intraoperative haemodynamic monitoring: A pilot study on integrated data collection, processing and modelling for extracting vital signs and beyond
Author :
Toschi, N. ; Canichella, A. ; Coniglione, F. ; Sabato, E. ; della Badia Giussi, F. ; Dauri, M. ; Sabato, A.F. ; Guerrisi, M.G. ; Ferrario, M. ; Aletti, F. ; Signorini, M.G. ; Baselli, G. ; Cerutti, S.
Author_Institution :
Dept. of Anesthesia & Intensive Care Med., Univ. & Univ. Hosp. Rome Tor Vergata, Rome, Italy
Abstract :
In this paper we illustrate an ongoing project focused on intraoperative monitoring of haemodynamic stability and cardiorespiratory interactions, and present an example analysis of vital signs recorded synchronously from multiple monitoring devices through a LabView©-based acquisition software termed “Global Collect”. We present two moving average models for the black box estimation of the gains of the cardiopulmonary baroreflex control of arterial resistance and of ventricular contractility, based on invasive, continuous measurements of arterial blood pressure and central venous pressure. As a proof-of-concept, we analyze the effects of a fluid-challenge maneuver performed during major surgery, quantifying the mechanisms through which such maneuvers are able to increase cardiac performance and hence enhance venous return. These preliminary results of a pilot case study demonstrate the potential of investigating autonomic nervous system control of circulation under general anesthesia in advancing intraoperative patient monitoring and aiding maintenance of haemodynamic stability in patients undergoing major surgery.
Keywords :
blood pressure measurement; blood vessels; cardiology; data acquisition; data analysis; medical computing; moving average processes; patient monitoring; surgery; Global Collect software; LabView based acquisition software; arterial blood pressure measurement; arterial resistance; autonomic nervous system circulation control; black box estimation; cardiopulmonary baroreflex control gain; central venous pressure measurement; data processing; fluid challenge maneuver; integrated data collection; intraoperative cardiorespiratory interaction monitoring; intraoperative haemodynamic monitoring; intraoperative haemodynamic stability monitoring; modelling; moving average models; ventricular contractility; vital sign analysis; vital sign extraction; Anesthesia; haemodynamic monitoring; non invasive estimation of baroreflex control of circulation; system identification;
Conference_Titel :
Applied Sciences in Biomedical and Communication Technologies (ISABEL), 2010 3rd International Symposium on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-8131-6
DOI :
10.1109/ISABEL.2010.5702766