Title :
A theoretical mathematical modeling of Parkinson´s disease using Fuzzy Cognitive Maps
Author :
Groumpos, Peter P. ; Anninou, A.P.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Patras, Rio, Greece
Abstract :
The mathematical model of medical problems is considered. The aim of this paper is to present a new approach in modeling the disease of Parkinson using Fuzzy Cognitive Maps (FCM). Basic theories of FCMs are reviewed and presented. Decision Support Systems (DSS) for Medical problems are considered. The disease of Parkinson is mathematically modeled using Fuzzy Cognitive Maps and three (3) experts. Linguistic variables are proposed and used to describe the correlation among concepts of the FCM. Simulations are performed and very interesting results are obtained and discussed.
Keywords :
decision support systems; diseases; fuzzy logic; DSS; FCM; Parkinson disease; decision support systems; fuzzy cognitive maps; linguistic variables; medical problems; theoretical mathematical modeling; Computational modeling; Decision making; Decision support systems; Diseases; Mathematical model; Pragmatics; decision support system; fuzzy cognitive map; mathematical modeling; parkinson disease;
Conference_Titel :
Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International Conference on
Conference_Location :
Larnaca
Print_ISBN :
978-1-4673-4357-2
DOI :
10.1109/BIBE.2012.6399748
