A temporal-abstraction mediator for protocol-based decision-support systems

A K Das, Y Shahar, S W Tu, M A Musen
1994 Proceedings. Symposium on Computer Applications in Medical Care  
The inability of many clinical decision-support applications to integrate with existing databases limits the wide-scale deployment of such systems. To overcome this obstacle, we have designed a data-interpretation module that can be embedded in a general architecture for protocol-based reasoning and that can support the fundamental task of detecting temporal abstractions. We have developed this software module by coupling two existing systems--RESUME and Chronus--that provide complementary
more » ... ral-abstraction techniques at the application and the database levels, respectively. Their encapsulation into a single module thus can resolve the temporal queries of protocol planners with the domain-specific knowledge needed for the temporal-abstraction task and with primary time-stamped data stored in autonomous clinical databases. We show that other computer methods for the detection of temporal abstractions do not scale up to the data- and knowledge-intensive environments of protocol-based decision-support systems.
pmid:7949943 pmcid:PMC2247875 fatcat:g6h2pwk73jat5gck35rwis6rsy