A Component-Based Architecture for Automation of Protocol-Directed Therapy

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Citation: Mark A. Musen and Samson W. Tu and Amar K. Das and Yuval Shahar. (1995) A Component-Based Architecture for Automation of Protocol-Directed Therapy. In , 1995.

Publication techreport ( Edit )
type Technical Report
bibtype techreport
Bibtex basics
author Mark A. Musen and Samson W. Tu and Amar K. Das and Yuval Shahar
title A Component-Based Architecture for Automation of Protocol-Directed Therapy
number KSL-95-28
institution Knowledge Systems, AI Laboratory
year 1995
Bibtex more
note Updated April. Medical Computer Science
Access Paper
abstract The automation of protocol-based care requires reasoning about a patient's situation over time and about how the standard protocol plan can be adapted to address the patient's current clinical situation. The EON architecture brings together (1) a skeletal-planning reasoning method, ESPR, that can determine appropriate clinical interventions by instantiating an abstract protocol specification, (2) a temporal-reasoning system, RESUME, that can infer from time-stamped patient data higher-level, interval-based concepts, and (3) a historical database system, Chronus, that can perform temporal queries on a database of interval-based patient descriptions. The modular problem-solving elements of EON operate on knowledge bases of clinical protocols that clinicians enter into domain-specific knowledge-acquisition tools generated by the PROTEGE-II system. The EON architecture provides an integrated framework for development, execution, and maintenance of clinical-protocol knowledge bases.

KSL Technical Report ID: KSL-95-28
Facts about A Component-Based Architecture for Automation of Protocol-Directed TherapyRDF feed
Abstract The automation of protocol-based care requ … The automation of protocol-based care requires reasoning about a patient's situation over time and about how the standard protocol plan can be adapted to address the patient's current clinical situation. The EON architecture brings together (1) a skeletal-planning reasoning method, ESPR, that can determine appropriate clinical interventions by instantiating an abstract protocol specification, (2) a temporal-reasoning system, RESUME, that can infer from time-stamped patient data higher-level, interval-based concepts, and (3) a historical database system, Chronus, that can perform temporal queries on a database of interval-based patient descriptions. The modular problem-solving elements of EON operate on knowledge bases of clinical protocols that clinicians enter into domain-specific knowledge-acquisition tools generated by the PROTEGE-II system. The EON architecture provides an integrated framework for development, execution, and maintenance of clinical-protocol knowledge bases. ance of clinical-protocol knowledge bases.
Author Mark A. Musen and Samson W. Tu and Amar K. Das and Yuval Shahar  +
Bibtype techreport  +
Has author Mark A. Musen and Samson W. Tu and Amar K. Das and Yuval Shahar  +
Has identifier KSL-95-28  +
Has publishing details 1995  +
Has title A Component-Based Architecture for Automation of Protocol-Directed Therapy  +
Has year 1995  +
Institution Knowledge Systems, AI Laboratory  +
Ksl tr id KSL-95-28  +
Note Updated April. Medical Computer Science  +
Number KSL-95-28  +
Process note NO  +
Title A Component-Based Architecture for Automation of Protocol-Directed Therapy  +
Year 1995  +
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