Knowledge-Based Temporal Abstraction in Clinical-Management Tasks

Yuval Shahar; Amar K. Das; Samson W. Tu; Mark A. Musen

Knowledge-Based Temporal Abstraction in Clinical-Management Tasks

Yuval Shahar, Amar K. Das, Samson W. Tu, Mark A. Musen

Research output: Contribution to conference › Paper › peer-review

2 Scopus citations

Abstract

We describe a general method for abstracting higherlevel, interval-based concepts from time-stamped clinical data, the knowledge-basedte mporal-abstraction [KBTA] method. We focus on the knowledge representation, knowledge acquisition and knowledge reuse and sharing aspects of the KBTAm ethod. We describe five mechanisms which solve the five tasks composing the KBTA method, 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 domain of monitoring insulin-dependent diabetes patients.

Original language	English
Pages	137-141
Number of pages	5
State	Published - 1 Jan 1994
Externally published	Yes
Event	1994 AAAI Spring Symposium - Palo Alto, United States Duration: 21 Mar 1994 → 23 Mar 1994

Conference

Conference	1994 AAAI Spring Symposium
Country/Territory	United States
City	Palo Alto
Period	21/03/94 → 23/03/94

ASJC Scopus subject areas

Artificial Intelligence

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

@conference{21af0be0bd9049d884417ec8f91d685c,

title = "Knowledge-Based Temporal Abstraction in Clinical-Management Tasks",

abstract = "We describe a general method for abstracting higherlevel, interval-based concepts from time-stamped clinical data, the knowledge-basedte mporal-abstraction [KBTA] method. We focus on the knowledge representation, knowledge acquisition and knowledge reuse and sharing aspects of the KBTAm ethod. We describe five mechanisms which solve the five tasks composing the KBTA method, 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 domain of monitoring insulin-dependent diabetes patients.",

author = "Yuval Shahar and Das, {Amar K.} and Tu, {Samson W.} and Musen, {Mark A.}",

year = "1994",

month = jan,

day = "1",

language = "English",

pages = "137--141",

}

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T1 - Knowledge-Based Temporal Abstraction in Clinical-Management Tasks

AU - Shahar, Yuval

AU - Das, Amar K.

AU - Tu, Samson W.

AU - Musen, Mark A.

PY - 1994/1/1

Y1 - 1994/1/1

N2 - We describe a general method for abstracting higherlevel, interval-based concepts from time-stamped clinical data, the knowledge-basedte mporal-abstraction [KBTA] method. We focus on the knowledge representation, knowledge acquisition and knowledge reuse and sharing aspects of the KBTAm ethod. We describe five mechanisms which solve the five tasks composing the KBTA method, 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 domain of monitoring insulin-dependent diabetes patients.

AB - We describe a general method for abstracting higherlevel, interval-based concepts from time-stamped clinical data, the knowledge-basedte mporal-abstraction [KBTA] method. We focus on the knowledge representation, knowledge acquisition and knowledge reuse and sharing aspects of the KBTAm ethod. We describe five mechanisms which solve the five tasks composing the KBTA method, 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 domain of monitoring insulin-dependent diabetes patients.

UR - http://www.scopus.com/inward/record.url?scp=85034158683&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:85034158683

SP - 137

EP - 141

T2 - 1994 AAAI Spring Symposium

Y2 - 21 March 1994 through 23 March 1994

ER -

Knowledge-Based Temporal Abstraction in Clinical-Management Tasks

Abstract

Conference

ASJC Scopus subject areas

UN SDGs

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