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Interactive Process Mining in Healthcare

Name: Interactive Process Mining in Healthcare
Brand: Springer Nature Switzerland AG
SKU: 36551455
Price: 89.39 EUR
Availability: InStock
Author: Carlos Fernandez-Llatas
ISBN: 9783030539924

Carlos Fernandez-Llatas

Lingua

Inglese

Libro Rigido

Codice Libristo: 36551455

Casa editrice Springer Nature Switzerland AG, ottobre 2020

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

Codice Libristo: 36551455

219 b

89.39 €

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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.