Aligning Event Logs to Task-Time Matrix Clinical Pathways in BPMN for Variance Analysis

@article{Yan2018AligningEL,
  title={Aligning Event Logs to Task-Time Matrix Clinical Pathways in BPMN for Variance Analysis},
  author={Hui Yan and Pieter Van Gorp and Uzay Kaymak and Xudong Lu and Lei Ji and Choo Chiap Chiau and Hendrikus H. M. Korsten and Huilong Duan},
  journal={IEEE Journal of Biomedical and Health Informatics},
  year={2018},
  volume={22},
  pages={311-317}
}
Clinical pathways (CPs) are popular healthcare management tools to standardize care and ensure quality. Analyzing CP compliance levels and variances is known to be useful for training and CP redesign purposes. Flexible semantics of the business process model and notation (BPMN) language has been shown to be useful for the modeling and analysis of complex protocols. However, in practical cases one may want to exploit that CPs often have the form of task-time matrices. This paper presents a new… CONTINUE READING
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