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Digital
Interactive process mining in healthcare
Author:
ISBN: 9783030539931 9783030539948 9783030539955 9783030539924 Year: 2021 Publisher: Cham Springer Nature

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Abstract

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. .


Book
Data Mining in Clinical Medicine
Authors: ---
ISBN: 1493919857 1493919849 Year: 2015 Publisher: New York, NY : Springer New York : Imprint: Humana,

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Abstract

This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with  new approaches and trends in the field.


Book
Interactive Process Mining in Healthcare
Authors: ---
ISBN: 9783030539931 9783030539948 9783030539955 9783030539924 Year: 2021 Publisher: Cham Springer International Publishing :Imprint: Springer


Book
Interactive process mining in healthcare
Authors: ---
ISBN: 3030539938 303053992X Year: 2021 Publisher: Springer International Publishing

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Abstract

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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