Artificial intelligence and image procesing in medical imaging /
Deals with the applications of processing medical images with a view of improving the quality of the data in order to facilitate better decision- making. The book covers the basics of medical imaging and the fundamentals of image processing. It explains spatial and frequency domain applications of i...
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| Andre forfattere: | , |
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| Format: | Electronisk eBog |
| Sprog: | engelsk |
| Udgivet: |
London, U.K. :
Academic Press,
[2024]
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| Serier: | Developments in biomedical engineering and bioelectronics.
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| Fag: | |
| Online adgang: | ScienceDirect |
| Tags: |
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| Summary: | Deals with the applications of processing medical images with a view of improving the quality of the data in order to facilitate better decision- making. The book covers the basics of medical imaging and the fundamentals of image processing. It explains spatial and frequency domain applications of image processing, introduces image compression techniques and their applications, and covers image segmentation techniques and their applications. The book includes object detection and classification applications and provides an overall background to statistical analysis in biomedical systems. The role of machine learning, including neural networks, deep learning, and the implications of the expansion of artificial intelligence is also covered. |
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| Fysisk beskrivelse: | 1 online resource : illustrations. |
| Bibliografi: | Includes bibliographical references and index. |
| ISBN: | 9780323954631 0323954634 |