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Generative Artificial Intelligence for Neuroimaging: Methods and Applications
Generative Artificial Intelligence for Neuroimaging: Methods and Applications
Generative Artificial Intelligence in Neuroimaging: Methods and Applications offers a clear and practical guide for biomedical engineers and data scientists interested in using generative AI to improve neuroimaging techniques. The book explains key generative models, such as GANs, VAEs, and diffusion models, and shows how these methods can enhance data analysis, improve image quality, and support personalized medicine. It includes real-world examples that demonstrate the successful use of AI in diagnosing diseases and developing brain-computer interfaces.
The book also discusses important ethical considerations and best practices for using AI responsibly in healthcare. Finally, the book addresses technical challenges and highlights future research opportunities in the field of AI and biomedical engineering. Whether you are an experienced professional or a new researcher, this book provides the knowledge and tools needed to advance neuroimaging and contribute to better patient care.
| メディア | 書籍 Paperback Book (ソフトカバーで背表紙を接着した本) |
| リリース済み | 2026年9月17日 |
| ISBN13 | 9780443450105 |
| 出版社 | Elsevier Science Publishing Co Inc |
| ページ数 | 378 |
| 寸法 | 192 × 234 × 20 mm · 780 g |
| 編集者 | Hemanth, D. Jude, B.E., M.E., Ph.D (Professor, ECE Department, Karunya Institute of Technology and Sciences, Coimbatore, India) |
| 編集者 | Koundal, Deepika, PhD (Researcher, University of Eastern Finland, Joensuu, Finland) |
