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Classification in BioApps

Automation of Decision Making
Artikelnummer: 978-3-319-88142-3
Einband: Kartonierter Einband (Kt)
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This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges.

Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization.

In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals.


EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.

This book on classification in biomedical image applications presents original and valuable research work on advances in this field, which covers the taxonomy of both supervised and unsupervised models, standards, algorithms, applications and challenges.

Further, the book highlights recent scientific research on artificial neural networks in biomedical applications, addressing the fundamentals of artificial neural networks, support vector machines and other advanced classifiers, as well as their design and optimization.

In addition to exploring recent endeavours in the multidisciplinary domain of sensors, the book introduces readers to basic definitions and features, signal filters and processing, biomedical sensors and automation of biomeasurement systems. The target audience includes researchers and students at engineering and medical schools, researchers and engineers in the biomedical industry, medical doctors and healthcare professionals.


EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025.

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VerlagSpringer EN
EinbandKartonierter Einband (Kt)
Erscheinungsjahr2018
Seitenangabe460 S.
AusgabekennzeichenEnglisch
AbbildungenXIII, 447 p. 228 illus., 123 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen
MasseH23.5 cm x B15.5 cm 948 g
CoverlagSpringer (Imprint/Brand)
AuflageSoftcover reprint of the origi
ReiheLecture Notes in Computational Vision and Biomechanics
AutorDey, Nilanjan (Hrsg.) / Ashour, Amira S. (Hrsg.) / Borra, Surekha (Hrsg.)

Alle Bände der Reihe "Lecture Notes in Computational Vision and Biomechanics"

Über den Autor Nilanjan (Hrsg.) Dey

Nilanjan Dey (Senior Member, IEEE) received the B.Tech., M.Tech. in information technology from West Bengal Board of Technical University and Ph.D. degrees in electronics and telecommunication engineering from Jadavpur University, Kolkata, India, in 2005, 2011, and 2015, respectively. Currently, he is Professor with the Techno International New Town, Kolkata and a visiting fellow of the University of Reading, UK. He is the Editor-in-Chief of International Journal of Ambient Computing and Intelligence, Associate Editor of IEEE Transactions on Technology & Society, series Co-Editor of Springer Tracts in Nature-Inspired Computing and Data-Intensive Research from Springer Nature and Advances in Ubiquitous Sensing Applications for Healthcare from Elsevier etc. Furthermore, he is an Editorial Board Member of IEEE Data Descriptions. He is a Fellow of IETE and member of IE, ISOC etc.

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