DocumentCode
3715688
Title
Prediction of osmotic airway hyperresponsiveness in patients with bronchial asthma using adaptive neuro-fuzzy network
Author
Victor P. Kolosov;Nikolay S. Bezrukov;Denis Ye. Naumov;Yuliy M. Perelman;Anna G. Prikhodko
Author_Institution
Laboratory of Prophylaxis of Nonspecific Pulmonary Diseases Far Eastern Scientific Center of Physiology and Pathology of Respiration Blagoveshchensk, Russia
fYear
2015
Firstpage
130
Lastpage
133
Abstract
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.
Keywords
"Decision support systems","Fuzzy neural networks","Adaptive systems","MATLAB","Histograms","Diseases","Graphical user interfaces"
Publisher
ieee
Conference_Titel
Biomedical Engineering and Computational Technologies (SIBIRCON), 2015 International Conference on
Print_ISBN
978-1-4673-9109-2
Type
conf
DOI
10.1109/SIBIRCON.2015.7361867
Filename
7361867
Link To Document