ICU ventilator modeling via neuro-fuzzy system

ICU ventilator modeling via neuro-fuzzy system

Fuzzy Neural Network has been widely used for software in planning, control and decision making. Meanwhile, expert systems have been implemented for medical diagnosis and medical treatment devices including life-critical devices such as medical ventilator. About 87% of ventilator-related deaths and...

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Bibliographic Details
Main Author: Zhao, Chuxin.
Other Authors: Quek Hiok Chai
Format: Final Year Project
Language:English
Published: 2012
Subjects:
DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
Online Access:http://hdl.handle.net/10356/49140
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Institution: Nanyang Technological University
Language: English
Description
Summary:Fuzzy Neural Network has been widely used for software in planning, control and decision making. Meanwhile, expert systems have been implemented for medical diagnosis and medical treatment devices including life-critical devices such as medical ventilator. About 87% of ventilator-related deaths and injuries are caused by human error due to inadequate orientation or training process for the operating staff. This paper examined the possibility of modeling medical ventilator with R-POPTVR fuzzy neural network, and provided a flexible software implementation for R-POPTVR architecture.

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