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Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems
Hoofdkenmerken
Auteur: E. Priya; V. Rajinikanth
Titel: Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems
Uitgever: Springer Nature
ISBN: 9789811561412
ISBN boekversie: 9789811561405
Editie: 1
Prijs: € 131,88
Verschijningsdatum: 21-09-2020
Inhoudelijke kenmerken
Categorie: Intelligence (AI) & Semantics
Taal: English
Imprint: Springer
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

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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