Article
Revisiting Warfarin Dosing Using Machine Learning Techniques.
Computational and mathematical methods in medicine - 1 Jan 2015
Sharabiani Ashkan, Bress Adam, Douzali Elnaz, Darabi Houshang
Abstract excerpt
Determining the appropriate dosage of warfarin is an important yet challenging task. Several prediction models have been proposed to estimate a therapeutic dose for patients. The models are either clinical models which contain clinical and demographic variables or pharmacogenetic models which additionally contain the genetic variables. In this paper, a new methodology for warfarin dosing is proposed. The patients...
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