A data-driven process recommender framework
We present an approach for improving the performance of complex knowledge-based
processes by providing data-driven step-by-step recommendations. Our framework uses the …
processes by providing data-driven step-by-step recommendations. Our framework uses the …
Medical workflow modeling using alignment-guided state-splitting HMM
Process mining techniques have been used to discover and analyze workflows in various
fields, ranging from business management to healthcare. Much of this research, however …
fields, ranging from business management to healthcare. Much of this research, however …
Process-oriented iterative multiple alignment for medical process mining
Adapted from biological sequence alignment, trace alignment is a process mining technique
used to visualize and analyze workflow data. Any analysis done with this method, however …
used to visualize and analyze workflow data. Any analysis done with this method, however …
Evaluation of trace alignment quality and its application in medical process mining
Trace alignment algorithms have been used in process mining for discovering the
consensus treatment procedures and process deviations. Different alignment algorithms …
consensus treatment procedures and process deviations. Different alignment algorithms …
[HTML][HTML] Process mining for trauma resuscitation
We present our process mining system for analyzing the trauma resuscitation process to
improve medical team performance and patient outcomes. Our system has four main parts …
improve medical team performance and patient outcomes. Our system has four main parts …