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A Comparative Process Mining Analysis of Road Trauma Patient Pathways
16 references·0 citing·46 second hop
A Comparative Process Mining Analysis of Road Trauma Patient Pathways (2020)A Comparative Process Mining Analysis of …Quality-informed semi-automated event log generation for process mining (2020)Quality-informed semi-automat…Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland (2019)Leveraging Data Quality to Be…Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Directly Follows-Based Proces…A Case Study Lens on Process Mining in Practice (2019)A Case Study Lens on Process …Systematic Mapping of Process Mining Studies in Healthcare (2018)Systematic Mapping of Process…Mapping the Flow of Pediatric Trauma Patients Using Process Mining (2018)Mapping the Flow of Pediatric…ProcessProfiler3D: A visualisation framework for log-based process performance comparison (2017)ProcessProfiler3D: A visualis…Process mining in healthcare: A literature review (2016)Process mining in healthcare:…Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs (2016)Event log imperfection patter…Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes (2015)Process Mining in Healthcare:…Process Mining in Healthcare (2015)Process Mining in HealthcareProcess Mining for Clinical Processes (2015)Process Mining for Clinical P…Process mining for clinical pathway: Literature review and future directions (2014)Process mining for clinical p…Process and deviation exploration with Inductive visual Miner (2014)Process and deviation explora…Measuring Patient Flow Variations: A Cross-Organisational Process Mining Approach (2014)Measuring Patient Flow Variat…Flexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Workflow mining: A survey of issues and approaches (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Predicting process behaviour using deep learning (2017)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Business Process Management Workshops (2008)Aligning observed and modeled behavior (2014)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering more precise process models from event logs by filtering out chaotic activities (2018)Healthcare pathway discovery and probabilistic machine learning (2020)A Five-Level Framework for Research on Process Mining (2021)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)Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study (2021)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Process mining techniques and applications – A systematic mapping study (2019)Process mining for healthcare: Characteristics and challenges (2022)On mining clinical pathway patterns from medical behaviors (2012)Aligning Real Process Executions and Prescriptive Process Models through Automated Planning (2017)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Employability skills: Profiling data scientists in the digital labour market (2022)A Theory for Record Linkage (1969)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Workflow Patterns (2003)Filtering Out Infrequent Behavior from Business Process Event Logs (2016)Event Log Preprocessing for Process Mining: A Review (2021)Process Mining: A 360 Degree Overview (2022)Process Mining (2011)Fundamentals of Business Process Management (2013)Process Mining (2016)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)Process mining applications in the healthcare domain: A comprehensive review (2021)Process mining in healthcare – An updated perspective on the state of the art (2022)Business Process Model and Notation—BPMN (2014)Stochastic process mining: Earth movers’ stochastic conformance (2021)Visual Drift Detection for Event Sequence Data of Business Processes (2021)Design science in information systems research (2004)Design Science in Information Systems Research1 (2004)A Design Science Research Methodology for Information Systems Research (2007)Automated process discovery from event logs in BIM construction projects (2021)ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning (2022)Process-Data Quality: The True Frontier of Process Mining (2023)Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems (2015)Process mining in oncology: A literature review (2016)
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References

  • 2016Process mining in healthcare: A literature review614 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2016Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs261 cited
  • 2015Process Mining in Healthcare202 cited
  • 2015Process Mining for Clinical Processes181 cited
  • 2019Directly Follows-Based Process Mining: Exploration & a Case Study125 cited
  • 2018Systematic Mapping of Process Mining Studies in Healthcare113 cited
  • 2015Process Mining in Healthcare: Evaluating and Exploiting Operational Healthcare Processes100 cited
  • 2014Process and deviation exploration with Inductive visual Miner99 cited
  • 2020Quality-informed semi-automated event log generation for process mining81 cited
  • 2014Process mining for clinical pathway: Literature review and future directions67 cited
  • 2014Measuring Patient Flow Variations: A Cross-Organisational Process Mining Approach67 cited
  • 2017ProcessProfiler3D: A visualisation framework for log-based process performance comparison54 cited
  • 2019Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland52 cited

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2019
A Case Study Lens on Process Mining in Practice
44 cited
  • 2018Mapping the Flow of Pediatric Trauma Patients Using Process Mining31 cited
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