Process mining techniques and applications–A systematic mapping study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

[HTML][HTML] Process mining in healthcare: A literature review

E Rojas, J Munoz-Gama, M Sepúlveda… - Journal of biomedical …, 2016 - Elsevier
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …

Wanna improve process mining results?

RPJC Bose, RS Mans… - 2013 IEEE symposium …, 2013 - ieeexplore.ieee.org
The growing interest in process mining is fueled by the increasing availability of event data.
Process mining techniques use event logs to automatically discover process models, check …

Process mining in healthcare: Data challenges when answering frequently posed questions

RS Mans, WMP Van der Aalst, RJB Vanwersch… - … Workshop on Process …, 2012 - Springer
In hospitals, huge amounts of data are recorded concerning the diagnosis and treatments of
patients. Process mining can exploit such data and provide an accurate view on healthcare …

Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …

Process mining for clinical processes: a comparative analysis of four Australian hospitals

A Partington, M Wynn, S Suriadi, C Ouyang… - ACM Transactions on …, 2015 - dl.acm.org
Business process analysis and process mining, particularly within the health care domain,
remain under-utilized. Applied research that employs such techniques to routinely collected …

Systematic mapping of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

Opportunities and challenges for applying process mining in healthcare: a systematic mapping study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
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 …

A process mining approach to improve emergency rescue processes of fatal gas explosion accidents in Chinese coal mines

Z He, Q Wu, L Wen, G Fu - Safety science, 2019 - Elsevier
Gas explosion has always been one of the major accident types in the coal mines of China,
and reliable emergency rescue process is one of the key guarantees to minimize accident …

[HTML][HTML] Question-driven methodology for analyzing emergency room processes using process mining

E Rojas, M Sepúlveda, J Munoz-Gama, D Capurro… - Applied Sciences, 2017 - mdpi.com
In order to improve the efficiency and effectiveness of Emergency Rooms (ER), it is important
to provide answers to frequently-posed questions regarding all relevant processes executed …