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
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"
Conference_Titel :
Biomedical Engineering and Computational Technologies (SIBIRCON), 2015 International Conference on
Print_ISBN :
978-1-4673-9109-2
DOI :
10.1109/SIBIRCON.2015.7361867
