Knowledge-Based Temporal Abstraction for Diabetic Monitoring

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KSL-94-31 +  redirect page

Knowledge-Based Temporal Abstraction for Diabetic Monitoring +  Has identifier

Knowledge-Based Temporal Abstraction for Diabetic Monitoring +  Ksl tr id

Knowledge-Based Temporal Abstraction for Diabetic Monitoring +  Number

Knowledge-Based Temporal Abstraction for Diabetic Monitoring

Bibtype  techreport

Has publishing details  November,1994

Has title  Knowledge-Based Temporal Abstraction for Diabetic Monitoring

Has where published  KSL-94-31

Has year  1994

Title  Knowledge-Based Temporal Abstraction for Diabetic Monitoring

Year  1994

Abstract  We have developed a general method that so We have developed a general method that solves the task of creating abstract,interval-based concepts from time-stamped clinical data. We refer to this method as knowledge-based temporal-abstraction (KBTA). In this paper, we focus on the knowledge representation, acquisition, maintenance, reuse and sharing aspects of the KBTA method. We describe five problem-solving mechanisms that solve the five subtasks into which the KBTA method decomposes its task, and four types of knowledge necessary for instantiating these mechanisms in a particular domain. We present an example of instantiating the KBTA method in the clinical area of monitoring patients who have insulin-dependent diabetes. ients who have insulin-dependent diabetes.

Note  Updated November 1994. Medical Computer Science

Author  Yuval Shahar and Amar K. Das and Samson W. Tu and F. Kraemer and Mark A. Musen +

Has author  Yuval Shahar and Amar K. Das and Samson W. Tu and F. Kraemer and Mark A. Musen +

Has identifier  Knowledge-Based Temporal Abstraction for Diabetic Monitoring +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  Knowledge-Based Temporal Abstraction for Diabetic Monitoring +

Month  November +

Number  Knowledge-Based Temporal Abstraction for Diabetic Monitoring +

Process note  NO +

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

 

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