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 science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Improving the in-hospital mortality prediction of diabetes ICU patients using a process mining/deep learning architecture

J Theis, WL Galanter, AD Boyd… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Diabetes intensive care unit (ICU) patients are at increased risk of complications leading to
in-hospital mortality. Assessing the likelihood of death is a challenging and time-consuming …

[HTML][HTML] Process mining and data mining applications in the domain of chronic diseases: A systematic review

K Chen, F Abtahi, JJ Carrero… - Artificial Intelligence in …, 2023 - Elsevier
The widespread use of information technology in healthcare leads to extensive data
collection, which can be utilised to enhance patient care and manage chronic illnesses. Our …

[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 …

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 …

From event logs to goals: a systematic literature review of goal-oriented process mining

M Ghasemi, D Amyot - Requirements Engineering, 2020 - Springer
Process mining helps infer valuable insights about business processes using event logs,
whereas goal modeling focuses on the representation and analysis of competing goals of …

Classification and feature selection approaches by machine learning techniques: Heart disease prediction

NSC Reddy, SS Nee, LZ Min, CX Ying - International Journal of …, 2019 - ijic.utm.my
The heart disease has been one of the major causes of death worldwide. The heart disease
diagnosis has been expensive nowadays, thus it is necessary to predict the risk of getting …