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Identifying Experts Reasoning in Antibiotic Treatment with Preference Learning

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The aim of this paper is to propose an approach based on preference learning for building a model that represents the closest possible experts reasoning to provide recommendations. We apply… Click to show full abstract

The aim of this paper is to propose an approach based on preference learning for building a model that represents the closest possible experts reasoning to provide recommendations. We apply this method to antibiotherapy in primary care. The preference model was learned from the recommendations and from a database describing the domain.

Keywords: antibiotic treatment; reasoning antibiotic; preference learning; experts reasoning; preference; identifying experts

Journal Title: Studies in health technology and informatics
Year Published: 2020

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