Interactive Process Mining in Healthcare

Interactive Process Mining in Healthcare

Carlos Fernandez-Llatas

47,69 €
IVA incluido
Disponible
Editorial:
Springer Nature B.V.
Año de edición:
2020
Materia
Probabilidad y estadística
ISBN:
9783030539948
47,69 €
IVA incluido
Disponible

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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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  • Interactive Process Mining in Healthcare
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    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...
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