… and data mining techniques, we describe existing works on the topic of modeling and
simulation in health-care. Then, we specifically focus on the case of clinical pathway modeling. We …

… of clinical pathways (CPs) which were used to implement a more realistic simulation of the …
and rapid methods for analysis processes, such as process discovery, conformance checking, …

… Here, we only focus on the Process Discovery step. It studies … Our work is driven by a
health-care case study with hundreds of … Then, we describe the data set used to build a causal net …

… the development of our data quality management framework to support the discovery, root-…
clinical pathways could be improved by recommending alternate diagnostic approaches. The …

… the high variance in clinical pathways taken by diverse … how process mining can be applied
to support key modeling … to automatically discover patients’ pathways from historical data. A …

… Patient care process discovery … focus is on process mining applications for clinical pathways.
Unfortunately … Our definition of statistical modelling as a supplemental technique in its own …

… -based health care (… processes by extracting knowledge from event logs17. Moreover,
Hompes et al17 and Lu et al18 consider the problem of Big Data in discovering of clinical pathways…

… (2017) Process discovery, analysis and simulation ofclinical pathways using health-care
data. Université de Lyon. Available at: https://tel.archives-ouvertes.fr/tel-01665163/document (…

… for clinical pathway analysis, including process modelling, … process mining was done for
clinical pathway analysis. There are some possible settings to be used in the process discovery…

… New process models and an adapted process discovery … improvements in healthcare, the
use of data and data-related … our approach for clinical pathway modeling. Special attention …