Title of article :
The Asgaard project: a task-specific framework for the application and critiquing of time-oriented clinical guidelines
Author/Authors :
Shahar، نويسنده , , Yuval and Miksch، نويسنده , , Silvia and Johnson، نويسنده , , Peter، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 1998
Abstract :
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 guidelineʹs designer. We are focusing on the application of the guideline, recognition of care providersʹ intentions from their actions, and critique of care providersʹ actions given the guideline and the patientʹs 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 to 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 PROTةGة-II framework.
Keywords :
clinical guidelines , PLANNING , plan recognition , Critiquing , Temporal reasoning , knowledge acquisition , Knowledge representation
Journal title :
Artificial Intelligence In Medicine
Journal title :
Artificial Intelligence In Medicine