Case-based prediction in experimental medical studies

Citation
A. Seitz et al., Case-based prediction in experimental medical studies, ARTIF INT M, 15(3), 1999, pp. 255-273
Citations number
26
Categorie Soggetti
Research/Laboratory Medicine & Medical Tecnology
Journal title
ARTIFICIAL INTELLIGENCE IN MEDICINE
ISSN journal
09333657 → ACNP
Volume
15
Issue
3
Year of publication
1999
Pages
255 - 273
Database
ISI
SICI code
0933-3657(199903)15:3<255:CPIEMS>2.0.ZU;2-0
Abstract
Case-based approaches predict the behaviour of dynamic systems by analysing a given experimental setting in the context of others. To select similar c ases and to control adaptation of cases, they employ general knowledge. If that is neither available nor inductively derivable, the knowledge implicit in cases can be utilized for a case-based ranking and adaptation of simila r cases. We introduce the system GASES and its application to medical exper imental studies to demonstrate this approach. (C) 1999 Elsevier Science B.V . All rights reserved.