DocumentCode
1645252
Title
Meta neural networks as intelligent agents for diagnosis
Author
Cohen, Maurice E. ; Hudson, Donna L.
Author_Institution
California State Univ., Fresno, CA, USA
Volume
1
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
233
Lastpage
238
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location
Honolulu, HI
ISSN
1098-7576
Print_ISBN
0-7803-7278-6
Type
conf
DOI
10.1109/IJCNN.2002.1005475
Filename
1005475
Link To Document