[HTML][HTML] Process mining in healthcare: A literature review

E Rojas, J Munoz-Gama, M Sepúlveda… - Journal of biomedical …, 2016 - Elsevier
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …

Conformance checking: a state-of-the-art literature review

S Dunzer, M Stierle, M Matzner, S Baier - Proceedings of the 11th …, 2019 - dl.acm.org
Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …

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 …

Aligning real process executions and prescriptive process models through automated planning

M de Leoni, A Marrella - Expert Systems with Applications, 2017 - Elsevier
Modern organizations execute processes to deliver product and services, whose enactment
needs to adhere to laws, regulations and standards. Conformance checking is the problem …

From BPMN process models to DMN decision models

E Bazhenova, F Zerbato, B Oliboni, M Weske - Information Systems, 2019 - Elsevier
The interplay between process and decision models plays a crucial role in business process
management, as decisions may be based on running processes and affect process …

Process mining in oncology: A literature review

AP Kurniati, O Johnson, D Hogg… - 2016 6th international …, 2016 - ieeexplore.ieee.org
Process mining, an emerging data analytics method, has been used effectively in various
healthcare contexts including oncology, the study of cancer. Cancer is a complex disease …

Cross-department collaborative healthcare process model discovery from event logs

C Liu, H Li, S Zhang, L Cheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Healthcare plays an increasingly essential role in our daily life. Modern Hospital Information
Systems (HISs) record and store detailed medical treatment process information for all …

Process mining in healthcare: a systematic review

E Batista, A Solanas - 2018 9th international conference on …, 2018 - ieeexplore.ieee.org
Process mining (PM) aims at discovering, monitoring and improving real processes by
obtaining knowledge from event logs. It has been used in a variety of fields and has gained …