Interactive Process Mining in Healthcare

Interactive Process Mining in Healthcare

by Carlos Fernandez-Llatas
Epub (Kobo), Epub (Adobe)
Publication Date: 28/10/2020

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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.

ISBN:
9783030539931
9783030539931
Category:
Data mining
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
28-10-2020
Language:
English
Publisher:
Springer International Publishing

This item is delivered digitally

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