Health Informatics
cover

Interactive Process Mining in Healthcare

Editors: Fernandez-Llatas, Carlos (Ed.)

  • Provides analysis of real cases for illustrating the application of interactive process mining in medicine
  • Includes a compendium of tutorials, techniques and learning-oriented features
  • Uses an interactive medical focus to involve the medical expert avoiding the black box effect of classical approaches
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eBook 58,84 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: December 5, 2020
  • ISBN 978-3-030-53993-1
  • Digitally watermarked, DRM-free
  • Included format:
  • Immediate eBook download after purchase and usable on all devices
Hardcover 72,79 €
price for Spain (gross)
About this book

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.  

About the authors

Carlos Fernández-Llatas is Deputy Director in SABIEN at ITACA institute at Universitat Politècnica de València and Affiliated Researcher at Karolinska Institutet. He is founder & member of the Steering Committee of the Process Oriented Data Science 4 Healthcare Alliance and part of the IEEE Task Force on Process Mining. He participated in more than 30 projects through IV, V VI and VII European Framework program, H2020 program and Spanish Government funded projects. He has published more than 100 scientific papers. His research is mainly focused in the use and promotion of Process Mining technologies for their application in health.  

Buy this book

eBook 58,84 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: December 5, 2020
  • ISBN 978-3-030-53993-1
  • Digitally watermarked, DRM-free
  • Included format:
  • Immediate eBook download after purchase and usable on all devices
Hardcover 72,79 €
price for Spain (gross)
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Bibliographic Information

Bibliographic Information
Book Title
Interactive Process Mining in Healthcare
Editors
  • Carlos Fernandez-Llatas
Series Title
Health Informatics
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-53993-1
DOI
10.1007/978-3-030-53993-1
Hardcover ISBN
978-3-030-53992-4
Series ISSN
1431-1917
Edition Number
1
Number of Pages
XIV, 306
Number of Illustrations
38 b/w illustrations, 92 illustrations in colour
Topics