[HTML][HTML] Process mining in healthcare: A literature review
Process Mining focuses on extracting knowledge from data generated and stored in
corporate information systems in order to analyze executed processes. In the healthcare …
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 …
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 …
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …
[PDF][PDF] Process mining tools comparison
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 …
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 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
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 …
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 …
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
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 …
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 …
information systems. The behaviour conveyed by those BP expresses various endogenous …
Study of EHR-mediated workflows using ethnography and process mining methods
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 …
clinical workflows, but have seldom been used together to overcome the limitations inherent …