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Interactive Process Mining in Healthcare

Name: Interactive Process Mining in Healthcare
Brand: Springer
SKU: 41007550
Price: 77.89 EUR
Availability: InStock
Author: Carlos Fernandez-Llatas
ISBN: 9783030539931

Carlos Fernandez-Llatas

Idioma

Inglés

Libro electrónico Adobe ePub DRM

Código Libristo: 41007550

Editores Springer, octubre 2020

This book provides a practically applicable guide to the methodologies and technologies for the appl... Descripción completa

Código Libristo: 41007550

191 b

77.89 €

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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 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 them in inferring new knowledge from past actions, and providing accurate and personalized knowledge to improve their future clinical decision-making. Interactive Process Mining in Healthcare comprehensively covers how machine learning algorithms can be utilized to create real scientific evidence to improve daily healthcare protocols, and is a valuable resource for a variety of health professionals seeking to develop new methods to improve their clinical decision-making.