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 bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph

J Tang, Y Liu, K Lin, L Li - Advanced Engineering Informatics, 2023 - Elsevier
Drawing the strengths of data science and machine learning, process mining has recently
emerged as an effective research approach for process management and its decision …

[HTML][HTML] Supporting capacity management decisions in healthcare using data-driven process simulation

G van Hulzen, N Martin, B Depaire… - Journal of Biomedical …, 2022 - Elsevier
Healthcare managers are confronted with various Capacity Management decisions to
determine appropriate levels of resources such as equipment and staff. Given the significant …

[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 …

[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: a trajectory analysis

A Bakhshi, E Hassannayebi, AH Sadeghi - Healthcare analytics, 2023 - Elsevier
Process mining can help acquire insightful knowledge and heighten the system's
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …

Simulation-based predictive process mining with ebpmn: methods, challenges and opportunities

P Bocciarelli, A D'Ambrogio - 2024 Annual Modeling and …, 2024 - ieeexplore.ieee.org
Organizations operating in competitive marketplaces need to continuously enhance the
business processes (BPs) that drive their operational activities. Process Mining (PM) is …

Using simulation optimization to solve patient appointment scheduling and examination room assignment problems for patients undergoing ultrasound examination

PS Chen, GYH Chen, LW Liu, CP Zheng, WT Huang - Healthcare, 2022 - mdpi.com
This study investigates patient appointment scheduling and examination room assignment
problems involving patients who undergo ultrasound examination with considerations of …

Smarter facility layout design: leveraging worker localisation data to minimise travel time and alleviate congestion

A Aslan, G Vasantha, H El-Raoui… - … Journal of Production …, 2024 - Taylor & Francis
This paper introduces a novel methodology leveraging worker localisation data from
ultrawide-band sensors to formulate alternative facility layouts aimed at minimising travel …

A hybrid model to support decision making in the stroke clinical pathway

PA Boareto, J Safanelli, RB Liberato, CHC Moro… - … modelling practice and …, 2022 - Elsevier
Health processes are highly complex and sensitive, requiring continued improvement.
Several methodologies have been developed to support these improvement processes …

Modelling and mining of patient pathways: A scoping review

COCS Rosa, M Ito, AB Vieira, ATA Gomes - arXiv preprint arXiv …, 2022 - arxiv.org
The sequence of visits and procedures performed by the patient in the health system, also
known as the patient's pathway or trajectory, can reveal important information about the …