[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 …
Conformance checking: a state-of-the-art literature review
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 …
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
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …
tightening budgets and increased care needs. In the light of these challenges, they are …
Process mining applications in the healthcare domain: A comprehensive review
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 …
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 …
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 …
needs to adhere to laws, regulations and standards. Conformance checking is the problem …
From BPMN process models to DMN decision models
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 …
management, as decisions may be based on running processes and affect process …
Process mining in oncology: A literature review
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 …
healthcare contexts including oncology, the study of cancer. Cancer is a complex disease …
Cross-department collaborative healthcare process model discovery from event logs
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 …
Systems (HISs) record and store detailed medical treatment process information for all …
Process mining in healthcare: a systematic review
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 …
obtaining knowledge from event logs. It has been used in a variety of fields and has gained …