Opportunities and challenges for process mining in organizations: results of a Delphi study

N Martin, DA Fischer, GD Kerpedzhiev, K Goel… - Business & Information …, 2021 - Springer
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 …

[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 …

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 …

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 healthcare decision analytics with micro-costing estimations

SJJ Leemans, A Partington, J Karnon… - Artificial Intelligence in …, 2023 - Elsevier
Managing constrained healthcare resources is an important and inescapable role of
healthcare decision makers. Allocative decisions are based on downstream consequences …

Mining context-aware resource profiles in the presence of multitasking

GAWM van Hulzen, CY Li, N Martin, SJ van Zelst… - Artificial Intelligence in …, 2022 - Elsevier
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 …

[HTML][HTML] A multi-objective medical process mining model using event log and causal matrix

SM Hejazi, M Zandieh, M Mirmozaffari - Healthcare Analytics, 2023 - Elsevier
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 …

Bringing rigor to the qualitative evaluation of process mining findings: An analysis and a proposal

JJ Koorn, I Beerepoot, VS Dani, X Lu… - … on Process Mining …, 2021 - ieeexplore.ieee.org
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 …

[PDF][PDF] Using process mining in healthcare

N Martin, N Wittig, J Munoz-Gama - Process mining handbook, 2022 - library.oapen.org
This chapter introduces a specific application domain of process mining: healthcare.
Healthcare is a very promising domain for process mining given the significant societal …

Navigating the Landscape of Organizational Process Mining Setups: A Taxonomy Approach

L Marcus, SJ Schmid, F Friedrich, M Röglinger… - Business & information …, 2024 - Springer
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 …