Interactive Process Mining in Healthcare (Paperback, 1st ed. 2021)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Health Informatics
Release date:	October 2021
First published:	2021
Editors:	Carlos Fernandez-Llatas
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	306
Edition:	1st ed. 2021
ISBN-13:	978-3-03-053995-5
Categories:	Books > Medicine > General issues > Health systems & services > General Books > Computing & IT > Applications of computing > Artificial intelligence > Knowledge-based systems / expert systems
LSN:	3-03-053995-4
Barcode:	9783030539955

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