A Process Mining Driven Framework for Clinical Guideline Improvement in Critical Care

@inproceedings{McGregor2011APM,
  title={A Process Mining Driven Framework for Clinical Guideline Improvement in Critical Care},
  author={Carolyn McGregor and Christina Catley and Andrew James},
  year={2011}
}
This paper presents a framework for process mining in critical care. The framework uses the CRISP-DM model, extended to incorporate temporal and multidimensional aspects (CRISP-TDM), combined with the Patient Journey Modeling Architecture (PaJMa), to provide a structured approach to knowledge discovery of new condition onset pathophysiologies in physiological data streams. The approach is based on temporal abstraction and mining of physiological data streams to develop process flow mappings… CONTINUE READING
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