Literature DB >> 2394500

Towards validation of expert systems as medical decision aids.

M Fieschi1.   

Abstract

Expert system evaluation is an important step in knowledge engineering development and is clearly not a simple process. The aim of this paper is to introduce methodological aspects of medical knowledge base validation. We distinguish two components of the evaluation: verification and validation. In the first part, the difficulties of evaluation are analysed, problems with some techniques used in the evaluation process are discussed. In the second part, our experiment gives guidelines to present these aspects and underline what and when to evaluate.

Mesh:

Year:  1990        PMID: 2394500     DOI: 10.1016/0020-7101(90)90022-m

Source DB:  PubMed          Journal:  Int J Biomed Comput        ISSN: 0020-7101


  2 in total

1.  Evaluation of a rule base for decision making in general practice.

Authors:  B Essex; M Healy
Journal:  Br J Gen Pract       Date:  1994-05       Impact factor: 5.386

2.  Machine learning for an expert system to predict preterm birth risk.

Authors:  L K Woolery; J Grzymala-Busse
Journal:  J Am Med Inform Assoc       Date:  1994 Nov-Dec       Impact factor: 4.497

  2 in total

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