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Optimizing sepsis care through heuristics methods in process mining: A trajectory analysis
16 references·0 citing·47 second hop
Optimizing sepsis care through heuristics methods in process mining: A trajectory analysis (2023)Optimizing sepsis care through heuristics…Process mining in healthcare – An updated perspective on the state of the art (2022)Process mining in healthcare …Process Mining Handbook (2022)Process Mining HandbookProcess mining for healthcare: Characteristics and challenges (2022)Process mining for healthcare…Preferred reporting items for systematic review and meta-analysis of diagnostic test accuracy studies (PRISMA-DTA): explanation, elaboration, and checklist (2020)Preferred reporting items for…Digital transformation in healthcare: Analyzing the current state-of-research (2020)Digital transformation in hea…Conformance Checking (2018)Conformance CheckingProcess mining in healthcare: A literature review (2016)Process mining in healthcare:…Clustering-Based Predictive Process Monitoring (2016)Clustering-Based Predictive P…Scalable Process Discovery with Guarantees (2015)Scalable Process Discovery wi…Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (2015)Process Mining in Healthcare:…Process Mining for Clinical Processes (2015)Process Mining for Clinical P…Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions (2013)Process Mining in Healthcare:…Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Process Mining for the multi-…Business process analysis in healthcare environments: A methodology based on process mining (2011)Business process analysis in …Process Mining Applied to the Test Process of Wafer Scanners in ASML (2009)Process Mining Applied to the…Process mining with the HeuristicsMiner algorithm (2006)Process mining with the Heuri…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process Mining: Overview and Outlook of Petri Net Discovery Algorithms (2009)Active Trace Clustering for Improved Process Discovery (2013)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Process innovation: reengineering work through information technology (1993)Workflow Patterns (2003)PM$$^2$$: A Process Mining Project Methodology (2015)Time-driven activity-based costing in health care: A systematic review of the literature (2017)Process mining techniques and applications – A systematic mapping study (2019)Reconstructing the Giant: On the Importance of Rigour in Documenting the Literature Search Process (2009)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining Manifesto (2012)Systematic Mapping of Process Mining Studies in Healthcare (2018)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study (2021)Conformance checking of processes based on monitoring real behavior (2007)Measuring inconsistency in meta-analyses (2003)The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration (2009)Cochrane Handbook for Systematic Reviews of Interventions (2019)Accuracy of the Patient Health Questionnaire-9 for screening to detect major depression: updated systematic review and individual participant data meta-analysis (2021)Introduction to PRISMA 2020 and implications for research synthesis methodologists (2021)Consolidated Health Economic Evaluation Reporting Standards (CHEERS) 2022 Explanation and Elaboration: A Report of the ISPOR CHEERS II Good Practices Task Force (2022)Digital transformation: A multidisciplinary reflection and research agenda (2019)Understanding digital transformation: A review and a research agenda (2019)The digital divide: A review and future research agenda (2021)Can digital transformation promote enterprise performance? 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(2018)Time and activity sequence prediction of business process instances (2018)Predictive Process Monitoring (2022)Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Event abstraction in process mining: literature review and taxonomy (2020)Process Mining: A 360 Degree Overview (2022)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)PM4Py: A process mining library for Python (2023)
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References

  • 2020Digital transformation in healthcare: Analyzing the current state-of-research854 cited
  • 2020Preferred reporting items for systematic review and meta-analysis of diagnostic test accuracy studies (PRISMA-DTA): explanation, elaboration, and checklist716 cited
  • 2016Process mining in healthcare: A literature review614 cited
  • 2011Business process analysis in healthcare environments: A methodology based on process mining494 cited
  • 2006Process mining with the HeuristicsMiner algorithm484 cited
  • 2018Conformance Checking334 cited
  • 2022Process mining for healthcare: Characteristics and challenges290 cited
  • 2022Process Mining Handbook224 cited
  • 2016Clustering-Based Predictive Process Monitoring186 cited
  • 2015Process Mining for Clinical Processes181 cited
  • 2013Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions175 cited
  • 2012Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization129 cited
  • 2009Process Mining Applied to the Test Process of Wafer Scanners in ASML126 cited
  • 2015Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes100 cited
  • 2022

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Process mining in healthcare – An updated perspective on the state of the art
97 cited
  • 2015Scalable Process Discovery with Guarantees80 cited
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