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Elsevier Biosignal Processing and Classification Using Computational Learning

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Description

Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms, and Applications by Academic Press presents a comprehensive approach to biosignal processing and classification through computational learning methods. This authoritative text covers all types of signals that can be continuously measured and monitored in living organisms, making it essential for biomedical engineering professionals and students. The book is structured across five key sections, beginning with an introduction to biosignals in Part One, followed by Part Two which details essential techniques for biosignal processing, feature extraction, and feature selection alongside dimensionality reduction methods. Designed for allied health professionals, biomedical engineers, and healthcare practitioners seeking deep expertise in signal analysis and intelligent classification systems, this resource bridges theoretical foundations with practical algorithmic applications in real-world clinical and research settings.

Key Features

Comprehensive coverage of biosignal processing techniques and computational intelligence methods for healthcare and biomedical engineering applications.

Five-part structured approach beginning with biosignal fundamentals and progressing through advanced processing, feature extraction, and dimensionality reduction strategies.

Detailed exploration of feature selection and extraction methods essential for effective biosignal classification and analysis.

Academic Press publication designed for biomedical engineers, allied health professionals, and healthcare practitioners requiring advanced knowledge in signal processing.

Practical algorithms and principles applicable to continuous monitoring and measurement of biological signals in living organisms.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
01 October 2021
Listed Since
01 October 2019

Barcode

No barcode data available

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