Overview
- Discusses recent research on soft computing for biomedical applications and related topics
- Presents applications and technical aspects of soft computing for biomedical problems
- Intended for practitioners and researchers alike, introducing them to the latest soft computing techniques
Part of the book series: Studies in Computational Intelligence (SCI, volume 899)
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Table of contents (27 chapters)
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Front Matter
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Invited Papers
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Front Matter
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Regular Papers
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Front Matter
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Keywords
About this book
This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge – e.g. by incorporating it in computer-based advisory systems that can benefit other doctors – this knowledge is often expressed using imprecise (fuzzy) words from natural language such as “small,” which are difficult for computers to process. Accordingly, we need fuzzy techniques to handle such words. It is also desirable to extract general recommendations from the records of medical doctors’ decisions – by using machine learning techniques such as neural networks. The book describes state-of-the-art fuzzy, neural, and other techniques, especially those that are now being used, or potentially could be used, in biomedical applications. Accordingly, it will benefit all researchers and students interested in the latest developments, as well as practitioners who want to learn about new techniques.
Editors and Affiliations
Bibliographic Information
Book Title: Soft Computing for Biomedical Applications and Related Topics
Editors: Vladik Kreinovich, Nguyen Hoang Phuong
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-030-49536-7
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-49535-0Published: 30 June 2020
Softcover ISBN: 978-3-030-49538-1Published: 30 June 2021
eBook ISBN: 978-3-030-49536-7Published: 29 June 2020
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: IX, 329
Number of Illustrations: 72 b/w illustrations, 123 illustrations in colour
Topics: Computational Intelligence, Engineering Mathematics, Biomedical Engineering and Bioengineering