The discipline of process mining has a solid track record of successful applications to the
healthcare domain. Within such research space, we conducted a case study related to the …

Clinical Guidelines, medical protocols, and other healthcare indications, cover a significant
slice of physicians daily routine, as they are used to support clinical choices also with …

The recent increase in the availability of medical data, possible through automation and
digitization of medical equipment, has enabled more accurate and complete analysis on …

Process Mining is an emerging discipline investigating tasks related with the automated
identification of process models, given real-world data (Process Discovery). The analysis of …

Process mining can help acquire insightful knowledge and heighten the system's
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …

Within process mining, discovery techniques make it possible to construct business process
models automatically from event logs. However, results often do not achieve a balance …

Process mining (PM) as applied in different industrial settings is considered as an effective
technique for business process analytics. In healthcare domain, applications of this …

Clinical guidelines aim at improving the quality of care processes through evidence-based
insights. However, there may be good reasons to deviate from such guidelines or the …

Intensive care units (ICUs) of hospitals provide health care services to critically ill patients.
The number of such patients is continuously increasing and the services provided to them by …

Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …