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Investigating Clinical Care Pathways Correlated with Outcomes · Study

WorkInvestigating Clinical Care Pathways Correlated with Outcomes

Geetika T. Lakshmanan2013

Work2013

Investigating Clinical Care Pathways Correlated with Outcomes

Geetika T. Lakshmanan · Szabolcs Rozsnyai · Wang Fei

69 citations·0/0 files stored·Lecture notes in computer science

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Business Process Modeling and Analysis Electronic Health Records Systems Artificial Intelligence in Healthcare

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References

2008Business Process Management Workshops 2011Business process analysis in healthcare environments: A methodology based on process mining 2006Process mining with the HeuristicsMiner algorithm 2008Application of Process Mining in Healthcare – A Case Study in a Dutch Hospital 2009Trace Clustering in Process Mining 2009Context Aware Trace Clustering: Towards Improving Process Mining Results 2013Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions 2012On mining clinical pathway patterns from medical behaviors

Cited by

2014Modeling and Verification for Cross-Department Collaborative Business Processes Using Extended Petri Nets 2017Process variant comparison: Using event logs to detect differences in behavior and business rules 2015Log Delta Analysis: Interpretable Differencing of Business Process Event Logs 2014Mining Business Process Deviance: A Quest for Accuracy 2014The Complete Business Process Handbook: Body of Knowledge from Process Modeling to BPM, Volume 1

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2018Systematic Mapping of Process Mining Studies in Healthcarearticle · 6 shared references 2013Wanna improve process mining results?other · 5 shared references 2022Process mining in healthcare – An updated perspective on the state of the artarticle · 5 shared references 2014Measuring Patient Flow Variations: A Cross-Organisational Process Mining Approachother · 5 shared references 2014Process mining for clinical pathway: Literature review and future directionsother · 5 shared references 2018Process Mining in Healthcare: A Systematic Reviewreview · 5 shared references

Details

Year2013

Typeother

Published2013-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations69

Files0 public / 0

ShelfBusiness Process Modeling and Analysis

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doi10.1007/978-3-642-40176-3_27

openalex_workW4527426

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2021

Process mining applications in the healthcare domain: A comprehensive review

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

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