Title :
Effects of computer-aided drug delivery system with adaptive predictive control by human operators
Author_Institution :
Grad. Sch. of Inf. Sci., Nagoya Univ., Nagoya, Japan
Abstract :
To help the judgment of a human operator, a computer-aided drug delivery system using adaptive predictive control with a neural network is suggested. The assisting system can predict future responses of a patient to drug infusions and calculate optimal inputs and present those values on a monitor. Regardless of sudden disturbance such as bleeding, operators of the computer-aided system were able to control arterial blood pressure. To improve the computer-aided system, future studies will be needed to consider the method for emergency warning or correspondence to multiple drug infusions.
Keywords :
adaptive control; drug delivery systems; neural nets; predictive control; adaptive predictive control; arterial blood pressure; computer aided drug delivery system; drug infusion; human operator; neural network; Artificial neural networks; adaptive predictive control; arterial blood pressure; computer-aided system; drug infusion; system evaluation;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5641926