Discovery of outpatient care process of a tertiary university hospital using process mining
Objectives There is a need for effective processes in healthcare clinics, especially in tertiary
hospitals, that consist of a set of complex steps for outpatient care, in order to provide high …
hospitals, that consist of a set of complex steps for outpatient care, in order to provide high …
[PDF][PDF] Process mining in the large: preprocessing, discovery, and diagnostics
RPJC Bose - 2012 - research.tue.nl
Process mining has made significant progress in less than a decade since its inception.
Process mining techniques attempt to extract non-trivial process related knowledge and …
Process mining techniques attempt to extract non-trivial process related knowledge and …
Process mining: from theory to practice
Purpose–The purpose of this paper is to present a comparison of a number of business
process mining tools currently available in the UK market. An outline of the practice of …
process mining tools currently available in the UK market. An outline of the practice of …
Automated discovery of process models from event logs: Review and benchmark
Process mining allows analysts to exploit logs of historical executions of business processes
to extract insights regarding the actual performance of these processes. One of the most …
to extract insights regarding the actual performance of these processes. One of the most …
Process discovery: Capturing the invisible
WMP van der Aalst - IEEE Computational Intelligence …, 2010 - ieeexplore.ieee.org
Processes are everywhere. Organizations have business processes to manufacture
products, provide services, purchase goods, handle applications, etc. Also in our daily lives …
products, provide services, purchase goods, handle applications, etc. Also in our daily lives …
The assessment of data quality issues for process mining in healthcare using Medical Information Mart for Intensive Care III, a freely available e-health record …
There is a growing body of literature on process mining in healthcare. Process mining of
electronic health record systems could give benefit into better understanding of the actual …
electronic health record systems could give benefit into better understanding of the actual …
Using process mining for automatic support of clinical pathways design
C Fernandez-Llatas, B Valdivieso, V Traver… - Data mining in clinical …, 2015 - Springer
The creation of tools supporting the automatization of the standardization and continuous
control of healthcare processes can become a significant helping tool for clinical experts and …
control of healthcare processes can become a significant helping tool for clinical experts and …
Declarative process mining in healthcare
M Rovani, FM Maggi, M De Leoni… - Expert Systems with …, 2015 - Elsevier
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 …
insights. However, there may be good reasons to deviate from such guidelines or the …
General system theory and the use of process mining to improve care pathways
O Johnson - Applied interdisciplinary theory in health informatics, 2019 - ebooks.iospress.nl
Abstract General System Theory was proposed in the post-war period as a unifying
framework for interdisciplinary science based on the idea that systems have a set of similar …
framework for interdisciplinary science based on the idea that systems have a set of similar …
Process mining in oncology using the MIMIC-III dataset
AP Kurniati, G Hall, D Hogg… - Journal of Physics …, 2018 - iopscience.iop.org
Process mining is a data analytics approach to discover and analyse process models based
on the real activities captured in information systems. There is a growing body of literature …
on the real activities captured in information systems. There is a growing body of literature …