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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Allg. & Lexika Signal Processing Techniques for Computational Health Informatics
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Signal Processing Techniques for Computational Health Informatics
(Gebundene Ausgabe, Englisch)
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Beschreibung
This book focuses on signal processing techniques used in computational health informatics. As computational health informatics is the interdisciplinary study of the design, development, adoption and application of information and technology-based innovations, specifically, computational techniques that are relevant in health care, the book covers a comprehensive and representative range of signal… processing techniques used in biomedical applications, including: bio-signal origin and dynamics, sensors used for data acquisition, artefact and noise removal techniques, feature extraction techniques in the time, frequency, time–frequency and complexity domain, and image processing techniques in different image modalities. Moreover, it includes an extensive discussion of security and privacy challenges, opportunities and future directions for computational health informatics in the big data age, and addresses the incorporation of recent techniques from the areas of artificial intelligence, deep learning and human–computer interaction. The systematic analysis of the state-of-the-art techniques covered here helps to further our understanding of the physiological processes involved and expandour capabilities in medical diagnosis and prognosis. In closing, the book, the first of its kind, blends state-of-the-art theory and practices of signal processing techniques inthe health informatics domain with real-world case studies building on those theories. As a result, it can be used as a text for health informatics courses to provide medics with cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector to some of the most exciting computational ideas that paved the way for the development of computational health informatics. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
08.10.2020
Sprache
Englisch
EAN
9783030549312
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Intelligent Systems Reference Library
Sonderedition
Nein
Seitenanzahl
334
Auflage
1
Einbandart
Gebundene Ausgabe
Bandzählung
192
Schlagwörter
Health Informatics, Computational Health Informatics, Biomedical Signal, Signal Processing, Frequency-domain, Time-domain, Complexity Issues, Image Modalities, IoT, HCI, Deep Learning, Big Data
Thema-Inhalt
UYQ - Künstliche Intelligenz
TJF - Elektronik
UYS - Digitale Signalverarbeitung (DSP)
UXT - Computeranwendungen in Industrie und Technologie
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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