General system theory and the use of process mining to improve care pathways
O Johnson - Applied interdisciplinary theory in health informatics, 2019 - ebooks.iospress.nl
Abstract General System Theory was proposed in the post-war period as a unifying
framework for interdisciplinary science based on the idea that systems have a set of similar …
framework for interdisciplinary science based on the idea that systems have a set of similar …
Process mining in oncology using the MIMIC-III dataset
AP Kurniati, G Hall, D Hogg… - Journal of Physics …, 2018 - iopscience.iop.org
Process mining is a data analytics approach to discover and analyse process models based
on the real activities captured in information systems. There is a growing body of literature …
on the real activities captured in information systems. There is a growing body of literature …
Investigating clinical care pathways correlated with outcomes
Clinical care pathway analysis is the process of discovering how clinical activities impact
patients in their care journeys, and uses the discovered knowledge for various applications …
patients in their care journeys, and uses the discovered knowledge for various applications …
[HTML][HTML] Summarizing clinical pathways from event logs
OBJECTIVE: Clinical pathway analysis, as a pivotal issue in ensuring specialized,
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
On mining clinical pathway patterns from medical behaviors
OBJECTIVE: Clinical pathway analysis, as a pivotal issue in ensuring specialized,
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
standardized, normalized and sophisticated therapy procedures, is receiving increasing …
The clearpath method for care pathway process mining and simulation
Process mining of routine electronic healthcare records can help inform the management of
care pathways. Combining process mining with simulation creates a rich set of tools for care …
care pathways. Combining process mining with simulation creates a rich set of tools for care …
A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways
J Lismont, AS Janssens, I Odnoletkova… - Computers in biology …, 2016 - Elsevier
Objective The aim of this study is to guide healthcare instances in applying process analytics
on healthcare processes. Process analytics techniques can offer new insights in patient …
on healthcare processes. Process analytics techniques can offer new insights in patient …