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Discovery of clinical pathway patterns from event logs using probabilistic topic models

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Cited by

2015Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems116 cited
2018Systematic Mapping of Process Mining Studies in Healthcare113 cited
2022Process mining in healthcare – An updated perspective on the state of the art97 cited

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2016

Process mining in oncology: A literature review

80 cited

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

2021Opportunities and challenges for applying process mining in healthcare: a systematic mapping study55 cited

2016Use of big data for drug development and for public and personal health and care47 cited

2015Discovery of patient pathways from a national hospital database using process mining and integer linear programming35 cited

2023Exploring the potential of OMOP common data model for process mining in healthcare35 cited

2016A Benders decomposition for the location-allocation and scheduling model in a healthcare system regarding robust optimization29 cited

2017Incorporating Topic Assignment Constraint and Topic Correlation Limitation into Clinical Goal Discovering for Clinical Pathway Mining26 cited

2016TCPM: Topic-Based Clinical Pathway Mining25 cited

2018Process Mining in Cardiology: A Literature Review23 cited

2024Survey and Benchmark of Anomaly Detection in Business Processes21 cited

2018Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison21 cited

2021Modified Needleman–Wunsch algorithm for clinical pathway clustering19 cited