Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications (Studies in Computational Intelligence, 1097)

Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications (Studies in Computational Intelligence, 1097)

Author
Nguyen Hoang Phuong (editor), Vladik Kreinovich (editor)
Publisher
Springer
Language
English
Edition
1st ed. 2023
Year
2023
Page
300
ISBN
3031294467,9783031294464
File Type
pdf
File Size
5.9 MiB

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.

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