Signal and Image Processing Techniques for the Development of Intelligent Healthcare Systems
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- Hardcover ausgewählt
- Taschenbuch
- eBook
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Sprache:Englisch
Fr. 209.00
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Einband
Gebundene Ausgabe
Erscheinungsdatum
22.09.2020
Abbildungen
XIV, 283 p. 117 illus., 52 illus. in color.
Herausgeber
E. Priya + weitereVerlag
Springer SingaporeSeitenzahl
283
Maße (L/B/H)
24.1/16/2.1 cm
Gewicht
672 g
Auflage
20001 Auflage 1st edition 2021
Sprache
Englisch
ISBN
978-981-15-6140-5
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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