书目名称 | Interactive Process Mining in Healthcare |
编辑 | Carlos Fernandez-Llatas |
视频video | http://file.papertrans.cn/471/470531/470531.mp4 |
概述 | 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 interac |
丛书名称 | Health Informatics |
图书封面 |  |
描述 | .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. . |
出版日期 | Book 2021 |
关键词 | Machine Learning; Clinical Pathways; Process Oriented Data Science; Hospital Processes; Interactive Patt |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-53993-1 |
isbn_softcover | 978-3-030-53995-5 |
isbn_ebook | 978-3-030-53993-1Series ISSN 1431-1917 Series E-ISSN 2197-3741 |
issn_series | 1431-1917 |
copyright | Springer Nature Switzerland AG 2021 |