ArticleInternational journal of environmental research and public health2020
What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Enhancing quality and decision-making for care pathways: An application of process mining in cancer care.PloS one · 2026Article
- Interactive process mining of cancer treatment sequences with melanoma real-world data.Frontiers in oncology · 2023Article
- A process mining approach for clinical guidelines compliance: real-world application in rectal cancer.Frontiers in oncology · 2023Article
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20 authors.
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Abstract
In the age of Evidence-Based Medicine, Clinical Guidelines (CGs) are recognized to be an indispensable tool to support physicians in their daily clinical practice. Medical Informatics is expected to play a relevant role in facilitating diffusion and adoption of CGs. However, the past pioneering approaches, often fragmented in many disciplines, did not lead to solutions that are actually exploited in hospitals. Process Mining for Healthcare (PM4HC) is an emerging discipline gaining the interest of healthcare experts, and seems able to deal with many important issues in representing CGs. In this position paper, we briefly describe the story and the state-of-the-art of CGs, and the efforts and results of the past approaches of medical informatics. Then, we describe PM4HC, and we answer questions like how can PM4HC cope with this challenge? Which role does PM4HC play and which rules should be employed for the PM4HC scientific community?
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