Title of article :
Using model checking for critiquing based on clinical guidelines
Author/Authors :
Groot، نويسنده , , Perry and Hommersom، نويسنده , , Arjen and Lucas، نويسنده , , Peter J.F. and Merk، نويسنده , , Robbert-Jan and ten Teije، نويسنده , , Annette and van Harmelen، نويسنده , , Frank and Serban، نويسنده , , Radu، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2009
Pages :
18
From page :
19
To page :
36
Abstract :
SummaryObjective l critiquing systems compare clinical actions performed by a physician with a predefined set of actions. In order to provide useful feedback, an important task is to find differences between the actual actions and a set of ‘ideal’ actions as described by a clinical guideline. In case differences exist, the critiquing system provides insight into the extent to which they are compatible. s and material pose a computational method for such critiquing, where the ideal actions are given by a formal model of a clinical guideline, and where the actual actions are derived from real world patient data. We employ model checking to investigate whether a part of the actual treatment is consistent with the guideline. s w how critiquing can be cast in terms of temporal logic, and what can be achieved by using model checking. Furthermore, a method is introduced for off-line computing relevant information which can be exploited during critiquing. The method has been applied to a clinical guideline of breast cancer in conjunction with breast cancer patient data.
Keywords :
formal methods , clinical guidelines , breast cancer , Critiquing , model checking
Journal title :
Artificial Intelligence In Medicine
Serial Year :
2009
Journal title :
Artificial Intelligence In Medicine
Record number :
1836775
Link To Document :
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