Process mining techniques and applications–A systematic mapping 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 …

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 …

Opportunities and challenges for applying process mining in healthcare: a systematic mapping 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 …

Fall detection via inaudible acoustic sensing

J Lian, X Yuan, M Li, NF Tzeng - Proceedings of the ACM on Interactive …, 2021 - dl.acm.org
The fall detection system is of critical importance in protecting elders through promptly
discovering fall accidents to provide immediate medical assistance, potentially saving …

Towards the use of standardized terms in clinical case studies for process mining in healthcare

E Helm, AM Lin, D Baumgartner, AC Lin… - International journal of …, 2020 - mdpi.com
Process mining can provide greater insight into medical treatment processes and
organizational processes in healthcare. To enhance comparability between processes, the …

Process-oriented iterative multiple alignment for medical process mining

S Chen, S Yang, M Zhou, R Burd… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Adapted from biological sequence alignment, trace alignment is a process mining technique
used to visualize and analyze workflow data. Any analysis done with this method, however …

Intention mining in medical process: a case study in trauma resuscitation

S Yang, W Ni, X Dong, S Chen… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
In medical processes such as surgical procedures and trauma resuscitations, medical teams
perform treatment activities according to underlying invisible goals or intentions. In this …

Context-Based Activity Label-Splitting

SJ van Zelst, J Tai, M Langenberg, X Lu - International Conference on …, 2023 - Springer
The information systems used in companies store event data describing the historical
execution of the processes they support. Process mining covers the automated analysis of …

Discovering interpretable medical process models: A case study in trauma resuscitation

K Li, I Marsic, A Sarcevic, S Yang, TM Sullivan… - Journal of biomedical …, 2023 - Elsevier
Understanding the actual work (ie,“work-as-done”) rather than theorized work (ie,“work-as-
imagined”) during complex medical processes is critical for developing approaches that …