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Opportunities and challenges for process mining in organizations: results of a Delphi study
Process mining is an active research domain and has been applied to understand and
improve business processes. While significant research has been conducted on the …
improve business processes. While significant research has been conducted on the …
[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 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 …
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 …
Process mining for healthcare decision analytics with micro-costing estimations
Managing constrained healthcare resources is an important and inescapable role of
healthcare decision makers. Allocative decisions are based on downstream consequences …
healthcare decision makers. Allocative decisions are based on downstream consequences …
Mining context-aware resource profiles in the presence of multitasking
Healthcare organisations are becoming increasingly aware of the need to improve their care
processes and to manage their scarce resources efficiently to secure high-quality care …
processes and to manage their scarce resources efficiently to secure high-quality care …
[HTML][HTML] A multi-objective medical process mining model using event log and causal matrix
Medical analytics in genetic process mining have developed models with multiple and often
conflicting criteria. Some studies have reduced the complexities inherent in multiple and …
conflicting criteria. Some studies have reduced the complexities inherent in multiple and …
Bringing rigor to the qualitative evaluation of process mining findings: An analysis and a proposal
Before the findings of a process mining project can be turned into actionable insights or
recommendations, it is essential to make sure that the findings are actually valid. Therefore …
recommendations, it is essential to make sure that the findings are actually valid. Therefore …
[PDF][PDF] Using process mining in healthcare
This chapter introduces a specific application domain of process mining: healthcare.
Healthcare is a very promising domain for process mining given the significant societal …
Healthcare is a very promising domain for process mining given the significant societal …
Navigating the Landscape of Organizational Process Mining Setups: A Taxonomy Approach
Process mining (PM) technology evolves around the analysis, design, implementation, and
ongoing improvement of business processes. While it has experienced a lot of attention and …
ongoing improvement of business processes. While it has experienced a lot of attention and …