Synopsis
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.
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Signal Processing Techniques for Computational Health Informatics (Intelligent Systems Reference Library, 192)
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Signal Processing Techniques for Computational Health Informatics
Edité par
Springer International Publishing Okt 2020, 2020
ISBN 10 : 3030549313
ISBN 13 : 9783030549312
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book focuses onsignal 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 bookcovers a comprehensive and representativerangeof 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 inthetime, frequency, time-frequency and complexity domain,and image processing techniques in different image modalities.Moreover, it includes an extensive discussionof security and privacy challenges, opportunities and future directions for computational health informatics in the big data age,and addresses the incorporation ofrecent techniques from the areasof artificial intelligence, deep learning and human-computer interaction. The systematic analysis of the state-of-the-art techniques coveredherehelps to further our understandingof the physiological processesinvolvedandexpandour capabilitiesin medical diagnosis and prognosis.In closing, the book, the first of its kind, blendsstate-of-the-art theory and practices of signal processing techniques inthehealth informatics domainwithreal-worldcase studies building onthose theories. As a result,it can be usedas a text for health informatics coursesto provide medicswith cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector tosome of the most exciting computational ideas that paved the way forthe development of computational health informatics. 356 pp. Englisch. N° de réf. du vendeur 9783030549312
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Signal Processing Techniques for Computational Health Informatics
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ISBN 13 : 9783030549312
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a comprehensive overview of the security and privacy challenges, opportunities, and future directions for computational health informatics in the big data age  Discusses the incorporation of recent techniques from the areas of artifi. N° de réf. du vendeur 406410265
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Buch. Etat : Neu. Signal Processing Techniques for Computational Health Informatics | Md Atiqur Rahman Ahad (u. a.) | Buch | xx | Englisch | 2020 | Springer | EAN 9783030549312 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. N° de réf. du vendeur 118554020
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Signal Processing Techniques for Computational Health Informatics
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Couverture rigide
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Buch. Etat : Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 356 pp. Englisch. N° de réf. du vendeur 9783030549312
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Signal Processing Techniques for Computational Health Informatics
Edité par
Springer International Publishing, 2020
ISBN 10 : 3030549313
ISBN 13 : 9783030549312
Neuf
Couverture rigide
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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book focuses onsignal 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 bookcovers a comprehensive and representativerangeof 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 inthetime, frequency, time-frequency and complexity domain,and image processing techniques in different image modalities.Moreover, it includes an extensive discussionof security and privacy challenges, opportunities and future directions for computational health informatics in the big data age,and addresses the incorporation ofrecent techniques from the areasof artificial intelligence, deep learning and human-computer interaction. The systematic analysis of the state-of-the-art techniques coveredherehelps to further our understandingof the physiological processesinvolvedandexpandour capabilitiesin medical diagnosis and prognosis.In closing, the book, the first of its kind, blendsstate-of-the-art theory and practices of signal processing techniques inthehealth informatics domainwithreal-worldcase studies building onthose theories. As a result,it can be usedas a text for health informatics coursesto provide medicswith cutting-edge signal processing techniques, or to introducehealth professionals who are already serving in this sector tosome of the most exciting computational ideas that paved the way forthe development of computational health informatics. N° de réf. du vendeur 9783030549312
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