IJERPH, Vol. 16, Pages 1783: Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case

IJERPH, Vol. 16, Pages 1783: Toward Value-Based Healthcare through Interactive Process Mining in Emergency Rooms: The Stroke Case International Journal of Environmental Research and Public Health doi: 10.3390/ijerph16101783 Authors: Gema Ibanez-Sanchez Carlos Fernandez-Llatas Antonio Martinez-Millana Angeles Celda Jesus Mandingorra Lucia Aparici-Tortajada Zoe Valero-Ramon Jorge Munoz-Gama Marcos Sepúlveda Eric Rojas Víctor Gálvez Daniel Capurro Vicente Traver The application of Value-based Healthcare requires not only the identification of key processes in the clinical domain but also an adequate analysis of the value chain delivered to the patient. Data Science and Big Data approaches are technologies that enable the creation of accurate systems that model reality. However, classical Data Mining techniques are presented by professionals as black boxes. This evokes a lack of trust in those techniques in the medical domain. Process Mining technologies are human-understandable Data Science tools that can fill this gap to support the application of Value-Based Healthcare in real domains. The aim of this paper is to perform an analysis of the ways in which Process Mining techniques can support health professionals in the application of Value-Based Technologies. For this purpose, we explored these techniques by analyzing emergency processes and applying the critical timing of Stroke treatment and a Question-Driven methodology. To demonstrate the ...
Source: International Journal of Environmental Research and Public Health - Category: Environmental Health Authors: Tags: Article Source Type: research