Title
A Preference-based framework for medical decision making.
Abstract
Medical decision making, such as choosing which drugs to prescribe, requires to consider mandatory constraints, e.g. absolute contraindications, but also preferences that may not be satisfiable, e.g. guideline recommendations or patient preferences. The major problem is that these preferences are complex, numerous and come from various sources. The considered criteria are often conflicting and the number of decisions is too large to be explicitly handled. In this paper, we propose a framework for encoding medical preferences using a new connective, called ordered disjunction symbolized by similar to x. Intuitively, the preference "Diuretic similar to-/Betablocker means: "Prescribe a Diuretic if possible, but if this is not possible, then prescribe a Betablocker". We give an inference method for reasoning about the preferences and we show how this framework can be applied to a part of a guideline for hypertension.
Year
DOI
Venue
2014
10.3233/978-1-61499-432-9-63
Studies in Health Technology and Informatics
Keywords
Field
DocType
Medical decision making,preferences,preferred solutions,inference,aggregation
Decision analysis,Medical decision making,Inference,Knowledge management,Business decision mapping,R-CAST,Guideline,Medicine,Management science,Encoding (memory)
Conference
Volume
ISSN
Citations 
205
0926-9630
1
PageRank 
References 
Authors
0.35
3
3
Name
Order
Citations
PageRank
Karima Sedki13711.74
Catherine Duclos28715.08
J B Lamy310.35