Automatic generation of clinical algorithms within the state-decision-action model

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摘要

ObjectiveTo propose a methodology to automatically induce state-decision-action diagrams from health-care databases and electronic health records in order to show health-care professionals an explicit representation of the past health-care procedures carried out in a health-care organization and to use these representations to study the deviations with respect to official and predefined protocols and clinical algorithms.

论文关键词:Machine learning,Procedural knowledge induction,Knowledge representation,State-decision-actions diagrams,Clinical algorithms

论文评审过程:Available online 6 March 2012.

论文官网地址:https://doi.org/10.1016/j.eswa.2012.02.196