Artificial Intelligence and Image Processing 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 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. With contributions from
prominent researchers worldwide, this book provides up-to-date and
comprehensive coverage of AI applications in image processing where
readers will find the latest information with clear examples and
illustrations.
General
Imprint: |
Academic Press Inc
|
Country of origin: |
United Kingdom |
Series: |
Developments in Biomedical Engineering and Bioelectronics |
Release date: |
October 2023 |
First published: |
2024 |
Editors: |
Walid A. Zgallai
• Dilber Uzun Ozsahin
|
Dimensions: |
234 x 191mm (L x W) |
Pages: |
320 |
ISBN-13: |
978-0-323-95462-4 |
Categories: |
Books
|
LSN: |
0-323-95462-6 |
Barcode: |
9780323954624 |
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