Interactive Process Mining in Healthcare (e-bog) af -

Interactive Process Mining in Healthcare e-bog

473,39 DKK (inkl. moms 591,74 DKK)
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...
E-bog 473,39 DKK
Forfattere Fernandez-Llatas, Carlos (redaktør)
Forlag Springer
Udgivet 28 oktober 2020
Genrer PSAX
Sprog English
Format pdf
Beskyttelse LCP
ISBN 9783030539931
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.