Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

[HTML][HTML] Process mining for healthcare: Characteristics and challenges

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining techniques can be used to analyse business processes using the data
logged during their execution. These techniques are leveraged in a wide range of domains …

[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art

E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …

[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 …

Process mining in primary care: a literature review

R Williams, E Rojas, N Peek… - Building Continents of …, 2018 - ebooks.iospress.nl
Process mining is the discipline of discovering processes from event logs, checking the
conformance of real world events to idealized processes, and ultimately finding ways to …

Process mining in healthcare: a systematised literature review

M Ghasemi, D Amyot - International Journal of Electronic …, 2016 - inderscienceonline.com
Process mining is a promising approach that turns event logs into valuable insights about
processes. One domain amenable to process mining is healthcare, where an enormous …

[图书][B] Process mining in healthcare: evaluating and exploiting operational healthcare processes

Healthcare costs have increased dramatically and the demand for highquality care will only
grow in our aging society. At the same time, more event data are being collected about care …

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 …

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 …

Process mining for clinical workflows: challenges and current limitations

M LANGab, T Bürkle, S Laumann… - EHealth beyond the …, 2008 - books.google.com
Process mining is an emerging technology in the context of Business Process Management
with the goal to derive process models from observed system behavior. The global goals …