Interactive Process Mining in Healthcare

£54.99

Interactive Process Mining in Healthcare

Computational biology / bioinformatics Data mining Computer applications in industry and technology Expert systems / knowledge-based systems

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Collection: Health Informatics

Language: English

Published by: Springer

Published on: 28th October 2020

Format: LCP-protected ePub

Size: 43 Mb

ISBN: 9783030539931


Interactive Process Mining in Healthcare

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 & 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. 

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