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    Chapter and Conference Paper

    Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data

    Causal discovery is an increasingly popular method for data analysis in the field of medical research. In this paper we consider two challenges in causal discovery that occur very often when working with medic...

    Elena Sokolova, Perry Groot, Tom Claassen in Artificial Intelligence in Medicine (2015)

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    Chapter and Conference Paper

    The Role of Model Checking in Critiquing Based on Clinical Guidelines

    Medical critiquing systems criticise clinical actions performed by a physician. In order to provide useful feedback, an important task is to find differences between the actual actions and a set of ‘ideal’ act...

    Perry Groot, Arjen Hommersom, Peter Lucas in Artificial Intelligence in Medicine (2007)