ENGLISH

Interactive Process Mining in Healthcare

By Carlos Fernández-Llatas

Book information

Publisher
Springer International Publishing;Springer
Year
2021
ISBN
9783030539924, 9783030539931
DOI
10.1007/978-3-030-53993-1
Language
english
Format
PDF
Filesize
8 MB (7914424 bytes)
Series
Health Informatics
Edition
1st ed.
Pages
XIV, 306\310
Time added
2021-01-06 05:41:07
Computer Science; Health Informatics; Data Mining

Description

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.

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