Title :
Meta neural networks as intelligent agents for diagnosis
Author :
Cohen, Maurice E. ; Hudson, Donna L.
Author_Institution :
California State Univ., Fresno, CA, USA
fDate :
6/24/1905 12:00:00 AM
Abstract :
Success of neural networks in medical diagnosis depends not only on the learning mechanisms and network structure, but also on the data quality. If insufficient data are available, other information must be included. In this work, expert-derived meta knowledge supplements a hierarchy of neural networks that together act as an intelligent agent
Keywords :
diagnostic expert systems; learning (artificial intelligence); medical diagnostic computing; neural nets; software agents; data quality; intelligent agent; learning mechanisms; medical diagnosis; meta knowledge; neural networks; Bioinformatics; Biomedical signal processing; Decision support systems; Humans; Intelligent agent; Learning systems; Medical diagnosis; Neural networks; Training data; Unsupervised learning;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1005475
