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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.
Biomedical Signal Processing and Artificial Intelligence in
Healthcare is a new volume in the Developments in Biomedical
Engineering and Bioelectronics series. This volume covers the
basics of biomedical signal processing and artificial intelligence.
It explains the role of machine learning in relation to processing
biomedical signals and the applications in medicine and healthcare.
The book provides background to statistical analysis in biomedical
systems. Several types of biomedical signals are introduced and
analyzed, including ECG and EEG signals. The role of Deep Learning,
Neural Networks, and the implications of the expansion of
artificial intelligence is covered. Biomedical Images are also
introduced and processed, including segmentation, classification,
and detection. This book covers different aspects of signals, from
the use of hardware and software, and making use of artificial
intelligence in problem solving. Dr Zgallai's book has up to date
coverage where readers can find the latest information, easily
explained, with clear examples and illustrations. The book includes
examples on the application of signal and image processing
employing artificial intelligence to Alzheimer, Parkinson, ADHD,
autism, and sleep disorders, as well as ECG and EEG signals.
Developments in Biomedical Engineering and Bioelectronics is a
10-volume series which covers recent developments, trends and
advances in this field. Edited by leading academics in the field,
and taking a multidisciplinary approach, this series is a forum for
cutting-edge, contemporary review articles and contributions from
key 'up-and-coming' academics across the full subject area. The
series serves a wide audience of university faculty, researchers
and students, as well as industry practitioners.
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