Prediction of Osmotic Airway Hyperresponsiveness in Patients with Bronchial Asthma Using Adaptive Neuro-Fuzzy Network

被引：0

作者：

Kolosov, Victor P. ^{[1
]}

Bezrukov, Nikolay S. ^{[1
]}

Naumov, Denis Ye. ^{[2
]}

Perelman, Yuliy M. ^{[2
]}

Prikhodko, Anna G. ^{[2
]}

机构：

[1] Far Eastern Sci Ctr Physiol & Pathol Respirat, Lab Prophylaxis Nonspecif Pulm Dis, Blagoveshchensk, Russia

[2] Far Eastern Sci Ctr Physiol & Pathol Respirat, Lab Funct Res Resp Syst, Blagoveshchensk, Russia

来源：

2015 INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND COMPUTATIONAL TECHNOLOGIES (SIBIRCON) | 2015年

基金：

俄罗斯科学基金会;

关键词：

decision support system; adaptive neuro-fuzzy network; airway hyperreactivity;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

The paper discusses the development of decision support systems based on adaptive neuro-fuzzy network to predict the osmotic airway hyperreactivity in patients with bronchial asthma. Static spirography data analysis has been conducted and polymorphism in the TRPV4 gene examined. A prediction system comprising the parts of pre-processing and neuro-fuzzy inference has been developed. A GUI has been implemented for the system. MATLAB is used as the modeling and computation engine.

引用

页码：130 / U248

页数：4