Interactive Process Mining in Healthcare by Carlos Fernandez-Llatas
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.-
Public Health Informatics and Information Systems
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Health Information Systems
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Evaluation Methods in Biomedical Informatics
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Nursing Informatics
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Trauma Informatics
- Healthcare Information Management Systems
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Information Technology in Pharmacy
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Health in the Era of Digitalization
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Patient Involvement in Health Technology Assessment
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Informatics Education in Healthcare
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Information Retrieval: A Biomedical and Health Perspective
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Designing User Studies in Informatics
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Healthcare Infrastructure
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Telerehabilitation
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Medical Informatics, e-Health
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Metadata-driven Software Systems in Biomedicine
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Pediatric Informatics
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Telenursing
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Information Technology Essentials for Behavioral Health Clinicians
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Principles of Electronic Prescribing
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Cognitive Informatics in Health and Biomedicine
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Anesthesia Informatics
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Cancer Informatics
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Information Networks for Community Health
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Information Technology Solutions for Healthcare
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Dental Informatics
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Knowledge Coupling
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The History of Medical Informatics in the United States
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Aspects of Electronic Health Record Systems
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Digital Health
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Digital Communication in Medical Practice
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Investing in E-Health
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Clinical Information Systems
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.
| SKU | Unavailable |
| ISBN 13 | 9783030539955 |
| ISBN 10 | 3030539954 |
| Title | Interactive Process Mining in Healthcare |
| Author | Carlos Fernandez-Llatas |
| Series | Health Informatics |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer Nature Switzerland AG |
| Year published | 2021-10-29 |
| Number of pages | 306 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |