A Temporal-Abstraction System for Patient Monitoring

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Citation: Yuval Shahar and Mark A. Musen. (1992) A Temporal-Abstraction System for Patient Monitoring. In KSL-92-14, 1992.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author Yuval Shahar and Mark A. Musen
title A Temporal-Abstraction System for Patient Monitoring
number KSL-92-14
institution Knowledge Systems, AI Laboratory
address Washington, D.C.
year 1992
Bibtex more
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abstract We describe the architecture of RESUME, a system designed for temporal abstraction of time-stamped data. The temporal-abstraction task is crucial for planning treatment, for execution of treatment-plans, for identification of clinical-problems, and for revision of treatment-plans. The RESUME system is based on our previously described model of three basic temporal-abstraction mechanisms: point temporal abstraction (a mechanism for abstracting values of several parameters into a value of another parameter); temporal inference (a mechanism for inferring sound logical conclusions over a single interval or two meeting intervals); and temporal interpolation (a mechanism for bridging non-meeting temporal intervals). Making explicit the knowledge required for temporal abstraction supports the acquisition of that knowledge. The RESUME system has been implemented using the CLIPS knowledge-representation shell. We discuss the knowledge-representation issues inherent in the RESUME architecture.

KSL Technical Report ID: KSL-92-14
Facts about A Temporal-Abstraction System for Patient MonitoringRDF feed
Abstract We describe the architecture of RESUME, a … We describe the architecture of RESUME, a system designed for temporal abstraction of time-stamped data. The temporal-abstraction task is crucial for planning treatment, for execution of treatment-plans, for identification of clinical-problems, and for revision of treatment-plans. The RESUME system is based on our previously described model of three basic temporal-abstraction mechanisms: point temporal abstraction (a mechanism for abstracting values of several parameters into a value of another parameter); temporal inference (a mechanism for inferring sound logical conclusions over a single interval or two meeting intervals); and temporal interpolation (a mechanism for bridging non-meeting temporal intervals). Making explicit the knowledge required for temporal abstraction supports the acquisition of that knowledge. The RESUME system has been implemented using the CLIPS knowledge-representation shell. We discuss the knowledge-representation issues inherent in the RESUME architecture. ssues inherent in the RESUME architecture.
Address Washington, D.C.  +
Author Yuval Shahar and Mark A. Musen  +
Bibtype techreport  +
Has author Yuval Shahar and Mark A. Musen  +
Has identifier KSL-92-14  +
Has publishing details 1992  +
Has title A Temporal-Abstraction System for Patient Monitoring  +
Has where published KSL-92-14  +
Has year 1992  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-92-14  +
Number KSL-92-14  +
Process note YES  +
Title A Temporal-Abstraction System for Patient Monitoring  +
Year 1992  +
Retrieved from "http://tw.rpi.edu/wiki/A_Temporal-Abstraction_System_for_Patient_Monitoring"
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