Time dependent fuzzy cognitive maps for medical diagnosis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8445 LNCS, Issue , 2014, Pages 544-554

  Bourgani, Evangelia ^a   Stylios, Chrysostomos D ^b   Manis, George ^a   Georgopoulos, Voula C ^c  

^a UNIVERSITY OF IOANNINA   (Greece)

^b Epirus Institute of Technology Arta   (Greece)

^c TEI of Western Greece   (Greece)

Author keywords

Fuzzy Cognitive Map; medical diagnosis; time evolution

Indexed keywords

ARTIFICIAL INTELLIGENCE; FUZZY RULES; FUZZY SYSTEMS; LARGE SCALE SYSTEMS; SOFT COMPUTING;

DIAGNOSTIC PROCEDURE; DISEASE PROGRESSION; FUZZY COGNITIVE MAP; FUZZY COGNITIVE MAPS (FCMS); MEDICAL INFORMATION; SOFTCOMPUTING TECHNIQUES; TIME DEPENDENT FUZZY COGNITIVE MAPS; TIME EVOLUTIONS;

DIAGNOSIS;

EID: 84900557619     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-07064-3_47     Document Type: Conference Paper

References (12)

1. Phuong, N., Kreinovich, V.: Fuzzy logic and its applications in medicine. Inter J. Med. Inf. 62, 165-173 (2001)
2. Sprogar, M., Lenic, M., Alayon, S.: Evolution in medical decision making. Journal of Medical Systems 36, 479-489 (2002)
3. Kosko, B.: Fuzzy Cognitive Maps. International Journal of Man-Machine Studies 24, 65-75 (1986)
4. Axelrod, R.: Structure of Decision: The cognitive maps of political elites. Princeton, NJ (1976)
5. Dickerson, J., Kosko, B.: Virtual Worlds as Fuzzy Cognitive Maps. Fuzzy Engineering, 125-141 (1997)
6. Xirogiannis, G., Glykas, M.: Fuzzy cognitive maps in business analysis and performance-driven change. IEEE Transactions on Engineering Management 13(17), 111-136 (2004)
7. Stach, W., Kurgan, L., Pedrycz, W.: A Survey of Fuzzy Cognitive Map Learning Methods. In: Grzegorzewski, P., Krawczak, M., Zadrozny, S. (eds.) Issues in Soft Computing: Theory and Applications, pp. 71-84 (2005)
8. Oja, E.: Simplified neuron model as a principal component analyzer. Journal of Mathematical Biology 16, 267-273 (1982)
9. Georgopoulos, V., Malandraki, G., Stylios, C.: A Fuzzy Cognitive Map Approach to Differential Diagnosis of Specific Language Impairment. Journal of Artificial Intelligence in Medicine 29, 221-278 (2003)
10. Papageorgiou, E., Stylios, C., Groumpos, P.: An Integrated Two-Level Hierarchical System for Decision Making in Radiation Therapy Based on Fuzzy Cognitive Maps. IEEE Transactions on Biomedical Engineering 50(12), 1326-1339 (2003)
11. Stylios, C.D., Georgopoulos, V.C.: Fuzzy Cognitive Maps for Medical Decision Support - A Paradigm from Obstetrics. In: 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentina, August 31-September 4 (2010)
12. Pulmonary Disorders. In: The Merck Manual of Diagnosis and therapy, pp. 432-436. Merck Research Laboratories (2006)