Temporal-abstraction mechanisms in management of clinical protocols
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abstract: We have identified several general temporal-abstraction mechanisms needed for reasoning about time-stamped data, such as are needed in management of patients being treated on clinical protocols: simple temporal abstraction (a mechanism for abstracting several parameter values into one class), temporal inference (a mechanisms 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 abstractions supports the acquisition of planning knowledge, the identification of clinical problems, and the formulation of clinical-management-plan revisions.
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| Abstract | We have identified several general tempora … We have identified several general temporal-abstraction mechanisms needed for reasoning about time-stamped data, such as are needed in management of patients being treated on clinical protocols: simple temporal abstraction (a mechanism for abstracting several parameter values into one class), temporal inference (a mechanisms 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 abstractions supports the acquisition of planning knowledge, the identification of clinical problems, and the formulation of clinical-management-plan revisions. ion of clinical-management-plan revisions. |
| Address | Washington, DC + |
| Author | Yuval Shahar +, Samson W. Tu +, and Mark A. Musen + |
| Bibtype | techreport + |
| Institution | Knowledge Systems, AI Laboratory + |
| Key | KSL-91-19 + |
| Number | KSL-91-19 + |
| Tag | Computer science + |
| Title | Temporal-Abstraction Mechanisms in Management of Clinical Protocols + |
| Tr id | KSL-91-19 + |
| Year | 1991 + |
