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A pragmatic implementation of medical temporal reasoning for clinical medicine.

作者信息

Kindler H, Densow D, Fliedner T M

机构信息

Institute for Applied Knowledge Processing, University of Ulm, Germany.

出版信息

Comput Biol Med. 1998 Mar;28(2):105-20. doi: 10.1016/s0010-4825(97)00025-5.

Abstract

In most development tools for knowledge-based systems object-property-value-triples are the basic ontological representation. We have extended this approach for temporal reasoning by replacing the values with time-objects. A time-object is a combination of a value with a time-point or a time-interval. By preserving the object-property-value-triples basic artificial intelligence techniques can be applied without modifications in the temporal case. The greater complexity of temporal inferences is compensated by a blackboard control architecture enabling small knowledge-sources. The control of the strategic reasoning is in accordance with the select and test model. A prototype of a knowledge-based advisor for the acute radiation syndrome has been implemented and partially evaluated. Due to the affected proliferative tissues it is a strongly time-oriented medical domain.

摘要

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