Y. Shahar et al., THE ASGAARD PROJECT - A TASK-SPECIFIC FRAMEWORK FOR THE APPLICATION AND CRITIQUING OF TIME-ORIENTED CLINICAL GUIDELINES, Artificial intelligence in medicine, 14(1-2), 1998, pp. 29-51
Clinical guidelines can be viewed as generic skeletal-plan schemata th
at represent clinical procedural knowledge and that are instantiated a
nd refined dynamically by care providers over significant time periods
. In the Asgaard project, we are investigating a set of tasks that sup
port the application of clinical guidelines by a care provider other t
han the guideline's designer. We are focusing on the application of th
e guideline, recognition of care providers' intentions from their acti
ons, and critique of care providers' actions given the guideline and t
he patient's medical record. We are developing methods that perform th
ese tasks in multiple clinical domains, given an instance of a properl
y represented clinical guideline and an electronic medical patient rec
ord. In this paper, we point out the precise domain-specific knowledge
required by each method, such as the explicit intentions of the guide
line designer (represented as temporal patterns to be achieved or avoi
ded). We present a machine-readable language, called Asbru, to represe
nt and re, annotate guidelines based on the task-specific ontology. We
also introduce an automated tool for the acquisition of clinical guid
elines based on the same ontology, developed using the PROTEGE-II fram
ework. (C) 1998 Elsevier Science B.V. All rights reserved.