Title :
Application of C-type neural networks in collaborative medical diagnosis system
Author :
Yang, Yaping ; Jiang, Junjie ; Hu, Junjie
Author_Institution :
Coll. of Electron. & Inf. Eng., Zhejiang Wanli Univ., Ningbo, China
Abstract :
According to the complexity of collaborative medical diagnosis system, a model based on C-type neural is given. Based on the relation between C-type neural and fuzzy cognitive-map (FCM), how to compose many cognitive-maps(CM) and derive new CM is described. Because the system can integrate more knowledge from each agent both effect and side effect, the diagnosis error is minimized.
Keywords :
cognitive systems; fuzzy set theory; groupware; medical diagnostic computing; neural nets; patient diagnosis; C-type neural networks; collaborative medical diagnosis system; diagnosis error minimization; fuzzy cognitive map; Artificial neural networks; Blood; Cognition; Diseases; Medical diagnosis; Medical diagnostic imaging; Neurons; C-type neural; collaborative; fuzzy cognitive-map; medical diagnosis;
Conference_Titel :
Intelligent Systems and Knowledge Engineering (ISKE), 2010 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-6791-4
DOI :
10.1109/ISKE.2010.5680835
