[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 …

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 …

Using unified modeling language to analyze business processes in the Delivery of Child Health Services

F Pecoraro, D Luzi - International Journal of Environmental Research and …, 2022 - mdpi.com
Business Process Management (BPM) has been increasingly used in recent years in the
healthcare domain to analyze, optimize, harmonize and compare clinical and healthcare …

[PDF][PDF] Process mining in cardiology: a literature review

GP Kusuma, M Hall, CP Gale… - International Journal of …, 2018 - researchgate.net
Process mining is a data analytics approach which has shown promising results in
healthcare including the potential to improve the management of chronic diseases such as …

Mining disease courses across organizations: A methodology based on process mining of diagnosis events datasets

P de Toledo, C Joppien, MP Sesmero… - 2019 41st annual …, 2019 - ieeexplore.ieee.org
This work proposes the use of Process Mining methodologies on healthcare datasets
containing diagnosis information as a means to identify the course of a disease across …

Challenges in Discovering Patient Journey Processes

T Hoang, G Grossmann, J Stanek… - Proceedings of the 2022 …, 2022 - dl.acm.org
Research in the area of process analytics has become useful in providing new insights into
patient care and support decision making. In order to reach the full potential of process …

[PDF][PDF] Digital Data Processing and Analytics to Support Decision Making in Cardiac Care

A Iftikhar, A Peace - 2022 - pure.ulster.ac.uk
Cardiovascular disease (CVD) is the main cause of death globally. This PhD was carried out
to improve clinical decision making in cardiac care by enhancing how data is collected and …

Sağlık hizmetlerinin keşfi ve analizi Için süreç madenciliği metodu

İ Sözener - 2022 - search.proquest.com
Son yıllarda rekabet gücünü ve kalitesini artırmak isteyen kuruluşlar iş süreçleri yönetimine
büyük ölçüde önem vermektedir. Veri madenciliği ile başlayan büyük veri keşfi süreç odaklı …

[PDF][PDF] Process Mining in Healthcare: Survey of Approaches

MH Hussein - academia.edu
Healthcare processes are a series of activities aimed to diagnose, treat and prevent any
diseases to improve a patient's health. Healthcare processes improvement have a high …