[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 …

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 …

[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: a trajectory analysis

A Bakhshi, E Hassannayebi, AH Sadeghi - Healthcare analytics, 2023 - Elsevier
Process mining can help acquire insightful knowledge and heighten the system's
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …

[PDF][PDF] Process mining tools comparison

U Celik, E Akçetin - Online Academic Journal of Information …, 2018 - academia.edu
Process-mining analysis related with business intelligence, is a new idea in the science of
data mining. This analysis is made by using event logs and it provides a knowledge about a …

Integrated declarative process and decision discovery of the emergency care process

S Mertens, S Mertens - Enabling Process Management for Loosely Framed …, 2020 - Springer
This chapter is the result of EC3. It describes the development of a method for creating a
process and decision knowledge base for loosely framed KiPs. The ADR-cycle combines …

Process Mining on FHIR-An Open Standards-Based Process Analytics Approach for Healthcare

E Helm, O Krauss, A Lin, A Pointner, A Schuler… - … Workshops: ICPM 2020 …, 2021 - Springer
Process mining has become its own research discipline over the last years, providing ways
to analyze business processes based on event logs. In healthcare, the characteristics of …

Audit trails in OpenSLEX: paving the road for process mining in healthcare

E González López de Murillas, E Helm… - … Technology in Bio-and …, 2017 - Springer
The analysis of organizational and medical treatment processes is crucial for the future
development of the healthcare domain. Recent approaches to enable process mining on …

[PDF][PDF] Multi-Perspective Process Mining Interfaces for HL7 AuditEvent Repositories: XES and OCEL

A Pointner, O Krauss, A Erhard, A Schuler… - dHealth 2023, 2023 - ebooks.iospress.nl
Background: Medical information systems frequently use event logging, but these logs are
not suitable for process mining as they are not logged in a standardized format. Objectives …

A systematic survey of the business process mining-based approaches

C Afifi, A Khebizi, K Halimi - International Journal of …, 2024 - inderscienceonline.com
Nowadays, business processes (BPs) constitute the cornerstone of modern enterprise
information systems. The behaviour conveyed by those BP expresses various endogenous …

Study of EHR-mediated workflows using ethnography and process mining methods

MA Grando, V Vellore, BJ Duncan… - Health informatics …, 2021 - journals.sagepub.com
Rapid ethnography and data mining approaches have been used individually to study
clinical workflows, but have seldom been used together to overcome the limitations inherent …