[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 …

Unraveling a blockchain-based framework towards patient empowerment: A scoping review envisioning future smart health technologies

FI Anik, N Sakib, H Shahriar, Y Xie, HA Nahiyan… - Smart Health, 2023 - Elsevier
The COVID-19 pandemic shows us how crucial patient empowerment can be in the
healthcare ecosystem. Now, we know that scientific advancement, technology integration …

Applying sequence analysis to uncover'real-world'clinical pathways from routinely collected data: a systematic review

S Mathew, G Peat, E Parry, BS Sokhal, D Yu - Journal of Clinical …, 2023 - Elsevier
Objective This systematic review aims to elucidate the methodological practices and
reporting standards associated with sequence analysis (SA) for the identification of clinical …

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 …

[HTML][HTML] Perspectives of patients, health care professionals, and developers toward blockchain-based health information exchange: qualitative study

K Lee, K Lim, SY Jung, H Ji, K Hong, H Hwang… - Journal of medical …, 2020 - jmir.org
Background Although the electronic health record system adoption rate has reached 96% in
the United States, implementation and usage of health information exchange (HIE) is still …

CEECP: CT-based enhanced e-clinical pathways in terms of processing time to enable big data analytics in healthcare along with cloud computing

P Velpula, R Pamula - Computers & Industrial Engineering, 2022 - Elsevier
Clinical pathway is generally used as a tool for the implementation of evidence-based
medicine and clinical guidelines. The e-clinical pathway is helpful in clinical cases covering …

[HTML][HTML] Machine learning approaches for the discovery of clinical pathways from patient data: A systematic review

L Muyama, A Neuraz, A Coulet - Journal of Biomedical Informatics, 2024 - Elsevier
Background: Clinical pathways are sequences of events followed during the clinical care of
a group of patients who meet pre-defined criteria. They have many applications ranging from …

A health equity monitoring framework based on process mining

JN Adams, J Ziegler, M McDermott… - PLOS Digital …, 2024 - journals.plos.org
In the United States, there is a proposal to link hospital Medicare payments with health
equity measures, signaling a need to precisely measure equity in healthcare delivery …

[HTML][HTML] Assessment of the feasibility of developing a clinical pathway using a clinical order log

J Lim, K Kim, M Song, S Yoo, H Baek, S Kim… - Journal of Biomedical …, 2022 - Elsevier
A clinical pathway (CP) is a tool for effectively managing a care process. There are several
research efforts on developing clinical pathways (CPs) in the process mining domain …

[HTML][HTML] Fuzzy rule based classifier model for evidence based clinical decision support systems

K Navin, M Krishnan - Intelligent Systems with Applications, 2024 - Elsevier
Clinicians benefit from the use of artificial intelligence and machine learning techniques
applied to health data within health records, which identify commonalities between them. It …