Publications by authors named "Francesca Zerbato"

Over the past few years, several software companies have emerged that offer process mining tools to assist enterprises in gaining insights into their process executions. However, the effective application of process mining technologies depends on analysts who need to be proficient in managing process mining projects and providing process insights and improvement opportunities. To contribute to a better understanding of the difficulties encountered by analysts and to pave the way for the development of enhanced and tailored support for them, this work reveals the challenges they perceive in practice.

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Article Synopsis
  • - Process mining techniques analyze business processes using execution data, particularly in healthcare to evaluate diagnostic, treatment, and organizational workflows.
  • - Despite the vast data generated in hospitals, rigorous adoption of process mining is limited to specific case studies, pointing to a lack of systematic integration in healthcare settings.
  • - The Process-Oriented Data Science in Healthcare Alliance aims to enhance research and application of process mining in healthcare by addressing unique challenges, such as process variability and patient focus.
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Healthcare processes are by nature complex, mostly due to their multidisciplinary character that requires continuous coordination between care providers. They encompass both organizational and clinical tasks, the latter ones driven by medical knowledge, which is inherently incomplete and distributed among people having different expertise and roles. Care pathways refer to planning and coordination of care processes related to specific groups of patients in a given setting.

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