[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 …

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 …

Wanna improve process mining results?

RPJC Bose, RS Mans… - 2013 IEEE symposium …, 2013 - ieeexplore.ieee.org
The growing interest in process mining is fueled by the increasing availability of event data.
Process mining techniques use event logs to automatically discover process models, check …

Process mining for clinical processes: a comparative analysis of four Australian hospitals

A Partington, M Wynn, S Suriadi, C Ouyang… - ACM Transactions on …, 2015 - dl.acm.org
Business process analysis and process mining, particularly within the health care domain,
remain under-utilized. Applied research that employs such techniques to routinely collected …

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 …

Model repair—aligning process models to reality

D Fahland, WMP Van Der Aalst - Information Systems, 2015 - Elsevier
Process mining techniques relate observed behavior (ie, event logs) to modeled behavior
(eg, a BPMN model or a Petri net). Process models can be discovered from event logs and …

Repairing process models to reflect reality

D Fahland, WMP van der Aalst - … , BPM 2012, Tallinn, Estonia, September 3 …, 2012 - Springer
Process mining techniques relate observed behavior (ie, event logs) to modeled behavior
(eg, a BPMN model or a Petri net). Processes models can be discovered from event logs …

Applications of network analysis to routinely collected health care data: a systematic review

JC Brunson, RC Laubenbacher - Journal of the American …, 2018 - academic.oup.com
Objective To survey network analyses of datasets collected in the course of routine
operations in health care settings and identify driving questions, methods, needs, and …

Measuring patient flow variations: A cross-organisational process mining approach

S Suriadi, RS Mans, MT Wynn, A Partington… - Asia Pacific Business …, 2014 - Springer
Variations that exist in the treatment of patients (with similar symptoms) across different
hospitals do substantially impact the quality and costs of healthcare. Consequently, it is …

Behavioral process mining for unstructured processes

C Diamantini, L Genga, D Potena - Journal of Intelligent Information …, 2016 - Springer
Real world applications provide many examples of unstructured processes, where process
execution is mainly driven by contingent decisions taken by the actors, with the result that …