Knowledge discovery in clinical databases and evaluation of discovered knowledge in outpatient clinic

Information sciences

Volumn 124, Issue 1, 2000, Pages 125-137

  Tsumoto, Shusaku ^a  

^a SHIMANE UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; DATABASE SYSTEMS; DIAGNOSIS; EXPERT SYSTEMS; GRAPHICAL USER INTERFACES; SET THEORY;

CONGENITAL MALFORMATION; OUTPATIENT CLINIC; RULE INDUCTION METHODS;

KNOWLEDGE ACQUISITION;

EID: 0033906937     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-0255(99)00065-1     Document Type: Article

References (8)

1. R. Behrman (Ed.), Principles of Pediatrics, 14th edition, Saunders, London, 1992.
2. B.G. Buchnan, E.H. Shortliffe, Rule-Based Expert Systems, Addison-Wesley Reading, MA, 1984.
3. Y.D. Cai, N. Cercone, J. Han, Attribute-oriented induction in relational databases, in: G. P. Shapiro, W. J. Frawley (Eds.), Knowledge Discovery in Databases, AAAI Press, Palo Alto, CA, 1991, pp. 213-228.
4. B.S. Everitt, Cluster Analysis, third edition, Wiley, London, 1996.
5. Z. Pawlak, Rough Sets. Kluwer Academic Publishers, 1991.
6. J.W. Shavlik, T.G. Dietterich (Eds.), Readings in Machine Learning, Morgan Kaufmann, Los Altos, CA, 1990.
7. S. Tsumoto, H. Tanaka, Automated discovery of medical expert system rules from clinical databases based on rough sets, Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, AAAI Press, 1996, pp. 63-69.
8. Ziarko W. Variable precision rough set model. Journal of Computer and System Sciences. 46:1993;39-59.