Process mining techniques and applications–A systematic map** study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

An overview of topic modeling and its current applications in bioinformatics

L Liu, L Tang, W Dong, S Yao, W Zhou - SpringerPlus, 2016 - Springer
Background With the rapid accumulation of biological datasets, machine learning methods
designed to automate data analysis are urgently needed. In recent years, so-called topic …

Big data analytics in healthcare

C Guo, J Chen - … and systems: Toward establishing knowledge systems …, 2023 - Springer
A vast volume of digitized clinical data has been generated and accumulated rapidly since
the widespread adoption of Electronic Medical Records (EMRs). These big data in …

[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 map** 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 …

[HTML][HTML] Analyzing patient trajectories with artificial intelligence

A Allam, S Feuerriegel, M Rebhan… - Journal of medical …, 2021 - jmir.org
In digital medicine, patient data typically record health events over time (eg, through
electronic health records, wearables, or other sensing technologies) and thus form unique …

Opportunities and challenges for applying process mining in healthcare: a systematic map** study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

Process mining methodology for health process tracking using real-time indoor location systems

C Fernandez-Llatas, A Lizondo, E Monton, JM Benedi… - Sensors, 2015 - mdpi.com
The definition of efficient and accurate health processes in hospitals is crucial for ensuring
an adequate quality of service. Knowing and improving the behavior of the surgical …

[HTML][HTML] Analysis of customer satisfaction in tourism services based on the Kano model

K Zhou, Z Yao - Systems, 2023 - mdpi.com
Understanding customer needs is of great significance to enhance service quality and
competitive advantage. However, for the tourism industry, it is still unclear how to mine …