The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines

被引:285
作者
Shahar, Y
Miksch, S
Johnson, P
机构
[1] Stanford Univ, Sect Med Informat, Stanford, CA 94305 USA
[2] Vienna Univ Technol, Inst Software Technol, A-10140 Vienna, Austria
[3] Newcastle Univ, Sowerby Ctr Primary Care Informat, Newcastle Upon Tyne NE2 4AA, Tyne & Wear, England
关键词
knowledge representation; knowledge acquisition; planning; temporal reasoning; clinical guidelines; critiquing; plan recognition;
D O I
10.1016/S0933-3657(98)00015-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Clinical guidelines can be viewed as generic skeletal-plan schemata that represent clinical procedural knowledge and that are instantiated and refined dynamically by care providers over significant time periods. In the Asgaard project, we are investigating a set of tasks that support the application of clinical guidelines by a care provider other than the guideline's designer. We are focusing on the application of the guideline, recognition of care providers' intentions from their actions, and critique of care providers' actions given the guideline and the patient's medical record. We are developing methods that perform these tasks in multiple clinical domains, given an instance of a properly represented clinical guideline and an electronic medical patient record. In this paper, we point out the precise domain-specific knowledge required by each method, such as the explicit intentions of the guideline designer (represented as temporal patterns to be achieved or avoided). We present a machine-readable language, called Asbru, to represent and re, annotate guidelines based on the task-specific ontology. We also introduce an automated tool for the acquisition of clinical guidelines based on the same ontology, developed using the PROTEGE-II framework. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:29 / 51
页数:23
相关论文
共 23 条
[1]  
Barnes M, 1995, Proc Annu Symp Comput Appl Med Care, P233
[2]  
Bratman M., 1987, INTENTION PLANS PRAC
[3]  
DAS AK, 1994, METHOD INFORM MED, V33, P358
[4]   TEMPORAL CONSTRAINT NETWORKS [J].
DECHTER, R ;
MEIRI, I ;
PEARL, J .
ARTIFICIAL INTELLIGENCE, 1991, 49 (1-3) :61-95
[5]   Task modeling with reusable problem-solving methods [J].
Eriksson, H ;
Shahar, Y ;
Tu, SW ;
Puerta, AR ;
Musen, MA .
ARTIFICIAL INTELLIGENCE, 1995, 79 (02) :293-326
[6]  
Friedland P. E., 1985, Journal of Automated Reasoning, V1, P161, DOI 10.1007/BF00244995
[7]  
Giarratano J., 1994, EXPERT SYSTEMS PRINC
[8]   EFFECT OF CLINICAL GUIDELINES ON MEDICAL-PRACTICE - A SYSTEMATIC REVIEW OF RIGOROUS EVALUATIONS [J].
GRIMSHAW, JM ;
RUSSELL, IT .
LANCET, 1993, 342 (8883) :1317-1322
[9]   PROTOCOLS FOR CLINICAL CARE [J].
HERBERT, SI ;
GORDON, CJ ;
JACKSONSMALE, A ;
SALIS, JLR .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 1995, 48 (1-2) :21-26
[10]   RATIONALE FOR THE ARDEN-SYNTAX [J].
HRIPCSAK, G ;
LUDEMANN, P ;
PRYOR, TA ;
WIGERTZ, OB ;
CLAYTON, PD .
COMPUTERS AND BIOMEDICAL RESEARCH, 1994, 27 (04) :291-324