[HTML][HTML] Process mining in healthcare: A literature review
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …
corporate information systems in order to analyze executed processes. In the healthcare …
[HTML][HTML] Process mining for healthcare: Characteristics and challenges
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 …
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 …
to gather insights from event logs. It has been used for various use cases within the …
Process mining in healthcare: a systematised literature review
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 …
processes. One domain amenable to process mining is healthcare, where an enormous …
Process mining applications in the healthcare domain: A comprehensive review
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 …
methodologies, and tools for analyzing processes in a variety of application domains. In the …
Recommendations for enhancing the usability and understandability of process mining in healthcare
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …
tightening budgets and increased care needs. In the light of these challenges, they are …
[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 …
grow in our aging society. At the same time, more event data are being collected about care …
Process mining in healthcare: Data challenges when answering frequently posed questions
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 …
patients. Process mining can exploit such data and provide an accurate view on healthcare …
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 …
pattern recognition, using models that represent the process flow identified by the sequence …
Business process analysis in healthcare environments: A methodology based on process mining
Á Rebuge, DR Ferreira - Information systems, 2012 - Elsevier
Performing business process analysis in healthcare organizations is particularly difficult due
to the highly dynamic, complex, ad hoc, and multi-disciplinary nature of healthcare …
to the highly dynamic, complex, ad hoc, and multi-disciplinary nature of healthcare …