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 …

[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 …

[HTML][HTML] Embedding process mining into financial statement audits

M Werner, M Wiese, A Maas - International Journal of Accounting …, 2021 - Elsevier
The audit of financial statements is a complex and highly specialized process. Digitalization
and the increasing automation of transaction processing create new challenges for auditors …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

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 …

Clinical and operational insights from data-driven care pathway mapping: a systematic review

M Manktelow, A Iftikhar, M Bucholc, M McCann… - BMC medical informatics …, 2022 - Springer
Background Accumulated electronic data from a wide variety of clinical settings has been
processed using a range of informatics methods to determine the sequence of care activities …

Analyzing of gender behaviors from paths using process mining: A shopping mall application

O Dogan, JL Bayo-Monton, C Fernandez-Llatas… - Sensors, 2019 - mdpi.com
The study presents some results of customer paths' analysis in a shopping mall. Bluetooth-
based technology is used to collect data. The event log containing spatiotemporal …

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 …