Overview
- Presents recent research on Biomedical and Other Applications of Deep Learning and Soft Computing
- Written by experts in the field
- Gives insights about computational intelligence techniques and their biomedical applications
Part of the book series: Studies in Computational Intelligence (SCI, volume 1097)
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Table of contents (24 chapters)
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Front Matter
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Biomedical and Other Human-Related Applications of Soft Computing
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Front Matter
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Applications to Finances
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Front Matter
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Applications to Transportation Engineering
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Front Matter
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Keywords
About this book
This book focuses on the use of artificial intelligence (AI) and computational intelligence (CI) in medical and related applications. Applications include all aspects of medicine: from diagnostics (including analysis of medical images and medical data) to therapeutics (including drug design and radiotherapy) to epidemic- and pandemic-related public health policies.
Corresponding techniques include machine learning (especially deep learning), techniques for processing expert knowledge (e.g., fuzzy techniques), and advanced techniques of applied mathematics (such as innovative probabilistic and graph-based techniques).
The book also shows that these techniques can be used in many other applications areas, such as finance, transportation, physics.
This book helps practitioners and researchers to learn more about AI and CI methods and their biomedical (and related) applications—and to further develop thisimportant research direction.
Editors and Affiliations
Bibliographic Information
Book Title: Deep Learning and Other Soft Computing Techniques
Book Subtitle: Biomedical and Related Applications
Editors: Nguyen Hoang Phuong, Vladik Kreinovich
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-031-29447-1
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 2023
Hardcover ISBN: 978-3-031-29446-4Published: 27 June 2023
Softcover ISBN: 978-3-031-29449-5Due: 28 July 2023
eBook ISBN: 978-3-031-29447-1Published: 26 June 2023
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: IX, 291
Number of Illustrations: 20 b/w illustrations, 77 illustrations in colour
Topics: Computational Intelligence, Biomedical Engineering and Bioengineering, Artificial Intelligence