Discovery of outpatient care process of a tertiary university hospital using process mining

E Kim, S Kim, M Song, S Kim, D Yoo… - Healthcare …, 2013 - synapse.koreamed.org
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 …

[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: from theory to practice

CJ Turner, A Tiwari, R Olaiya, Y Xu - Business process management …, 2012 - emerald.com
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 …

Automated discovery of process models from event logs: Review and benchmark

A Augusto, R Conforti, M Dumas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
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 …

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 …

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 …

AP Kurniati, E Rojas, D Hogg, G Hall… - Health informatics …, 2019 - journals.sagepub.com
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 …

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 …

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 …

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 …

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 …