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Investigating Clinical Care Pathways Correlated with Outcomes

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References

2008Business Process Management Workshops761 cited
2011Business process analysis in healthcare environments: A methodology based on process mining494 cited
2006Process mining with the HeuristicsMiner algorithm484 cited
2008Application of Process Mining in Healthcare – A Case Study in a Dutch Hospital367 cited
2009Trace Clustering in Process Mining364 cited
2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
2013Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions175 cited
2012On mining clinical pathway patterns from medical behaviors136 cited
2010Trace Alignment in Process Mining: Opportunities for Process Diagnostics114 cited
2010Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways70 cited

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2014Modeling and Verification for Cross-Department Collaborative Business Processes Using Extended Petri Nets68 cited
2017Process variant comparison: Using event logs to detect differences in behavior and business rules62 cited
2015Log Delta Analysis: Interpretable Differencing of Business Process Event Logs60 cited
2014Mining Business Process Deviance: A Quest for Accuracy58 cited

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2014The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, Volume 156 cited

2021Process mining applications in the healthcare domain: A comprehensive review55 cited

2016A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics47 cited

2016A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways39 cited

2015Process Mining Reloaded: Event Structures as a Unified Representation of Process Models and Event Logs37 cited

2018Process Mining in Primary Care: A Literature Review36 cited

2016Analysis and Prediction Cost of Manufacturing Process Based on Process Mining33 cited

2014Enabling Process Innovation via Deviance Mining and Predictive Monitoring32 cited

2016TCPM: Topic-Based Clinical Pathway Mining25 cited

2018Process Mining in Cardiology: A Literature Review23 cited

2021Modified Needleman–Wunsch algorithm for clinical pathway clustering19 cited

2015A Multi-view Learning Approach to the Discovery of Deviant Process Instances19 cited