Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems (Paperback, 1st ed. 2021)

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.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Release date:	September 2021
First published:	2021
Editors:	E Priya • V. Rajinikanth
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	283
Edition:	1st ed. 2021
ISBN-13:	978-981-15-6143-6
Categories:	Books > Science & Mathematics > Biology, life sciences > Molecular biology Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning Books > Computing & IT > Applications of computing > Image processing > General Promotions
LSN:	981-15-6143-5
Barcode:	9789811561436

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