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portada Interactive Process Mining in Healthcare
Type
Physical Book
Publisher
Language
English
Pages
306
Format
Paperback
Dimensions
23.4x15.6x1.7 cm
Weight
0.45 kg.
ISBN13
9783030539955
Edition No.
1

Interactive Process Mining in Healthcare

Fernandez-Llatas, Carlos (Author) · Springer · Paperback

Interactive Process Mining in Healthcare - Fernandez-Llatas, Carlos

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Synopsis "Interactive Process Mining in Healthcare"

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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The book is written in English.
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