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Kniha Interactive Process Mining in Healthcare Carlos Fernandez-Llatas

Interactive Process Mining in Healthcare

Autor: Carlos Fernandez-Llatas
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer Nature Switzerland AG
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
83.10 €
This book provides a practically applicable guide to the methodologies and technologies for the appl...

Informácie o knihe

Autor
Carlos Fernandez-Llatas
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2020
Stránok
306
EAN
9783030539924
ISBN
303053992X
Enbook ID
36551455
Vydavateľ
Springer Nature Switzerland AG
Hmotnosť
717
Rozmery
155 x 235 x 22

Kompletný popis

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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