A Temporal-Abstraction System for Patient Monitoring

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KSL-92-14 +  redirect page

A Temporal-Abstraction System for Patient Monitoring +  Has identifier

A Temporal-Abstraction System for Patient Monitoring +  Ksl tr id

A Temporal-Abstraction System for Patient Monitoring +  Number

A Temporal-Abstraction System for Patient Monitoring

Bibtype  techreport

Has publishing details  1992

Has title  A Temporal-Abstraction System for Patient Monitoring

Has where published  KSL-92-14

Has year  1992

Title  A Temporal-Abstraction System for Patient Monitoring

Year  1992

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 +

Has author  Yuval Shahar and Mark A. Musen +

Has identifier  A Temporal-Abstraction System for Patient Monitoring +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  A Temporal-Abstraction System for Patient Monitoring +

Number  A Temporal-Abstraction System for Patient Monitoring +

Process note  YES +

Categories  KSL Technical Report +, Publication +, Technical Report +

 

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