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商品詳細
Deep Learning and Other Soft Computing Techniques: Biomedical and Related Applications. 2023 ed.
・ISBN 978-3-031-29446-4 hard EUR 159.99
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| 著者・編者 | Phuong, Nguyen Hoang / Kreinovich, Vladik (eds.), |
|---|---|
| シリーズ | (Studies in Computational Intelligence) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2023 |
| ページ数 | 291 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-83579＞ |
解説
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.