Risk mediation in association rules: The case of decision support in medication review

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Abstract

We propose a model for the incorporation of risk in association rule application. We validate this model using data gathered in a randomized controlled trial from a recommender system for medication reviews in primary care. The model’s outcomes are found to have predictive value when tested against decisions made by physicians on 261 patients’ health records.

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Meulendijk, M. C., Spruit, M. R., & Brinkkemper, S. (2017). Risk mediation in association rules: The case of decision support in medication review. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10259 LNAI, pp. 327–331). Springer Verlag. https://doi.org/10.1007/978-3-319-59758-4_38

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