KSL-93-70

The Representation and Manipulation of Temporal Data for Clinical Decision-Support Systems: A Database Challenge

Reference: Das, A. K.; Tu, S. W.; & Musen, M. The Representation and Manipulation of Temporal Data for Clinical Decision-Support Systems: A Database Challenge. Knowledge Systems Laboratory, December, 1993.

Abstract: Medical databases, which contain longitudinal series of time-stamped patient data, are quintessential examples of real-world temporal databases. A database-requirements analysis for clinical decision-support programs reveals, however, that the underlying model of time in most medical databases is not adequate for a variety of clinically relevant queries. In searching for an appropriate temporal data model, we evaluate whether proposed temporal extensions to the relational model can meet the needs of clinical decision-support systems. We conclude that most temporal relational models are inadequate, because they do not support the time indeterminacy of temporal data at different granularities.


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