[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 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 …

Digital value stream mapping: Application of UWB real time location systems

BP Sullivan, PG Yazdi, A Suresh, S Thiede - Procedia CIRP, 2022 - Elsevier
Value stream mapping (VSM) is a valuable practice employed by industry experts to identify
inefficiencies in the value chain due to its visual representation capability and general ease …

Exploring the potential of OMOP common data model for process mining in healthcare

K Park, M Cho, M Song, S Yoo, H Baek, S Kim, K Kim - PloS one, 2023 - journals.plos.org
Background and objective Recently, Electronic Health Records (EHR) are increasingly
being converted to Common Data Models (CDMs), a database schema designed to provide …

Multi-perspective process mining for emergency process

TG Erdogan, AK Tarhan - Health informatics journal, 2022 - journals.sagepub.com
Background Multi-perspective process mining is an analytical approach that uses data to
gain objective insights and uncover hidden problems in business processes from multiple …

[HTML][HTML] Signal from the noise: a mixed graphical and quantitative process mining approach to evaluate care pathways applied to emergency stroke care

M Noshad, CC Rose, JH Chen - Journal of Biomedical Informatics, 2022 - Elsevier
Objective Mapping real-world practice patterns vs. deviations from intended guidelines and
protocols is necessary to identify and improve the quality of care for emergent medical …

Data-driven performance management of business units using process mining and DEA: case study of an Iranian chain store

N Maddah, E Roghanian - International Journal of Productivity and …, 2023 - emerald.com
Purpose The underlying purpose of this paper is to propose a comprehensive framework
evaluating the performance of business units of an organization with a process perspective …

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 …

Empowering Manufacturing Environments with Process Mining-Based Statistical Process Control

O Dogan, O Areta Hiziroglu - Machines, 2024 - mdpi.com
The production of high-quality products and efficient manufacturing processes in modern
environments, where processes vary widely, is one of the most crucial issues today …

Analysis the patients' careflows using process mining

AHM Rashed, NE El-Attar, DS Abdelminaam… - Plos one, 2023 - journals.plos.org
Recently, The Egyptian health sector whether it is public or private; utilizes emerging
technologies such as data mining, business intelligence, Internet of Things (IoT), among …