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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems (Hardcover, 1st ed. 2021)
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Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems (Hardcover, 1st ed. 2021)
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This book comprehensively reviews the various automated and
semi-automated signal and image processing techniques, as well as
deep-learning-based image analysis techniques, used in healthcare
diagnostics. It highlights a range of data pre-processing methods
used in signal processing for effective data mining in remote
healthcare, and discusses pre-processing using filter techniques,
noise removal, and contrast-enhanced methods for improving image
quality. The book discusses the status quo of artificial
intelligence in medical applications, as well as its future.
Further, it offers a glimpse of feature extraction methods for
reducing dimensionality and extracting discriminatory information
hidden in biomedical signals. Given its scope, the book is intended
for academics, researchers and practitioners interested in the
latest real-world technological innovations.
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