BANTER - A BAYESIAN NETWORK TUTORING SHELL

Citation
P. Haddawy et al., BANTER - A BAYESIAN NETWORK TUTORING SHELL, Artificial intelligence in medicine, 10(2), 1997, pp. 177-200
Citations number
20
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Biomedical","Computer Science Artificial Intelligence","Medical Informatics
ISSN journal
09333657
Volume
10
Issue
2
Year of publication
1997
Pages
177 - 200
Database
ISI
SICI code
0933-3657(1997)10:2<177:B-ABNT>2.0.ZU;2-W
Abstract
We present an educational tool for bringing the information contained in a Bayesian network to the end user in an easily intelligible form. The BANTER Shell is designed to tutor users in evaluation of hypothese s and selection of optimal diagnostic procedures. BANTER can be used w ith any Bayesian network containing nodes that can be classified into hypotheses, observations, and diagnostic procedures. The system enable s one to present various types of queries to the network, to test one' s ablity to select optimal diagnostic procedures, and to request expla nations. We describe the system's capabilities by illustrating how it functions with two structurally different network models of real-world medical problems. (C) 1997 Elsevier Science B.V.