Titlebook: Interactive Process Mining in Healthcare; Carlos Fernandez-Llatas Book 2021 Springer Nature Switzerland AG 2021 Machine Learning.Clinical

疾驰

Interactive Process Mining in Type 2 Diabetes Mellitus the management of chronic conditions, Type 2 Diabetes Mellitus. The chapter firstly performs a comprehensive description of the disease, its origins, evolution and standard of care, to thereafter adapt the concepts of Interactive Process Mining to trigger big quantities of heterogeneous observation

专横

Interactive Process Mining in IoT and Human Behaviour Modellingdels by the expert. In this chapter, we will show how vast amounts of real-time data, obtained through Internet of Things (IoT), may be used in order to create accurate models of human behaviour. This enables the classification of behaviour with different patterns by their heuristic distance. Data f

构成

Interactive Process Mining for Medical Trainingcess-Oriented Medical Education) methodology, which allows to incorporate in the medical training research and practice the sequence of steps as a point to consider. Its stages and steps and how they are related are described. We use as a running case a surgical procedure, the Central Venous Cathete

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Interactive Process Mining-Induced Change Management Methodology for HealthcareFor that reason, in this chapter, it is proposed a methodology with the objective to generate a changing culture in healthcare organisations. Such a change culture is essential for the successful implementation of any supporting methods like Interactive Process Mining. It needs to incorporate (mostl

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集聚成团

Interactive Process Mining in Type 2 Diabetes Mellitusal data into actionable information for patient’s evaluations. The use case is focused in the analysis of Glycated Hemoglobin, a major indicator of blood glucose levels and a key factor in the management of the disease. The chapter is a preliminary approach to the application of Interactive Process Mining in healthcare

MEAN

1431-1917 s, techniques and learning-oriented features.Uses an interac.This book provides a practically applicable guide to the methodologies and technologies for the application of interactive process mining paradigm. Case studies are presented where this paradigm has been successfully applied in emergency m

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Book 2021ase studies are presented where this paradigm has been successfully applied in emergency medicine, surgery processes, human behavior modelling, strokes  and outpatients’ services, enabling the reader to develop a deep understanding of how to apply process mining technologies in healthcare to support

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