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: Gema Ibanez-Sanchez Carlos Fernandez-Llatas Antonio Martinez-Millana Angeles Celda Jesus Mandingorra Lucia Aparici-Tortajada Zoe Valero-Ramon Jorge Munoz-Gama Marcos Sep úlveda Eric Rojas V íctor Gálvez Daniel Capurro Vicente Traver Tags: Article Source Type: research
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