[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 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 …

[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 …

[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 …

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 …

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 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 project methodology in healthcare: a case study in a tertiary hospital

GB Pereira, EAP Santos, MMC Maceno - Network Modeling Analysis in …, 2020 - Springer
Process mapping in the healthcare environment provides several managerial benefits,
which are reflected in the quality of patient care. Among the ways to map the processes, a …

[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 …

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 …