Competitive fuzzy cognitive maps combined with case based reasoning for medical decision support

IFMBE Proceedings

Volumn 14, Issue 1, 2007, Pages 3673-3676

  Georgopoulos, Voula C ^a,b   Stylios, C D ^a,b  

^a TECHNOLOGICAL EDUCATIONAL INSTITUTE OF PATRAS   (Greece)

^b Epirus Institute of Technology Arta   (Greece)

Author keywords

Case based reasoning; Fuzzy cognitive maps; Medical decision support systems; Soft computing

Indexed keywords

BIOMEDICAL ENGINEERING; CASE BASED REASONING; COGNITIVE SYSTEMS; DIAGNOSIS; FUZZY RULES; SOFT COMPUTING;

DECISION SUPPORTS; DIFFERENTIAL DIAGNOSIS; EXTERNAL BEAM RADIATION THERAPY; FUZZY COGNITIVE MAP; LANGUAGE IMPAIRMENTS; MEDICAL DECISION SUPPORT SYSTEM; MEDICAL DECISION SUPPORTS; TREATMENT PLANNING;

DECISION SUPPORT SYSTEMS;

EID: 84958260879     PISSN: 16800737     EISSN: 14339277     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-540-36841-0_930     Document Type: Conference Paper

References (9)

1. Kandasamy W. B. V. and Smarandache F. (2003) Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps. Xiquan, 510 E. Townley Ave., Phoenix, USA, ISBN 1-9931233-76-4.
2. Georgopoulos VC, Stylios CD (2003) Augmented fuzzy cognitive maps based on case based reasoning for decisions in medical informatics. In: Proceedings BISC FLINT-CIBI 2003, 15-19 December 2003, University of California, Berkeley, California, USA.
3. Georgopoulos VC and Stylios CD (2004) Augmented fuzzy cognitive maps supplemented with case based reasoning for advanced medical decision support. In: Soft Computing for Information Processing and Analysis Enhancing the Power of the Information Technology. M. Nikravesh, L. A Zadeh, J. Kacprzyk (Eds). 391-406.
4. Georgopoulos VC, Malandraki GA, and Stylios CD (2003) A fuzzy cognitive map approach to differential diagnosis of specific language impairment. J. Artificial Intelligence in Medicine. 29: 261–278.
5. Schmidt R, Pollwein B, Gierl L (1999). Experiences with Case-based Reasoning Methods and prototypes for Medical Knowledge-based Systems. In: W. Horn et al. (Eds): AIMDM’99, LNAI 1620, 124-132.
6. Tallal P, Stark R, and Mellitis E (1985) Identification of languageimpaired children on the basis of rapid perception and production skills, Brain and Language 25: 351-357.
7. Krasswski E and Plante E (1997) IQ variability in children with SLI: implications for use of cognitive referencing in determining SLI. J. of Communication Disorders, 30: 1-9.
8. Leonard LB (2000) Children with specific language impairment. MIT Press, Cambridge.
9. Stylios C, Georgopoulos P, Groumpos P (2001). Using Fuzzy Cognitive Maps for Decision Making in external beam radiation therapy. In: Proceedings NNESMED 2001, 4th Int. Conf. Neural Networks & Expert Systems in Medicine & Healthcare, 20-22 June, Milos, Greece.