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

fYear

2012

fDate

11-13 Nov. 2012

Firstpage

677

Lastpage

682

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Bioinformatics & Bioengineering (BIBE), 2012 IEEE 12th International Conference on

Conference_Location

Larnaca

Print_ISBN

978-1-4673-4357-2

Type

conf

DOI

10.1109/BIBE.2012.6399748

Filename

6399748