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Biosignal and Medical Image Processing

Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
Biosignal and Medical Image Processing, Third Edition by John L. Semmlow and Benjamin Griffel is tailored for biomedical engineers, providing a comprehensive set of signal and image processing tools, including diagnostic decision-making and classification methods. This thoroughly updated edition introduces nonlinear techniques, such as entropy-based and scaling methods, alongside expanded biological data examples like EEG, ECG, and heart rate variability. The text integrates MATLAB throughout, covering the mathematical foundations necessary for intelligent application of concepts in a core graduate-level biomedical engineering course.
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Format: Hardback
$34100
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?

Ideal for biomedical engineering graduate students and upper-level undergraduates, as well as professionals from related disciplines seeking practical knowledge in biosignal and medical image processing.

Book Hero thinking about your next read

This third edition of a bestseller offers comprehensive coverage of the major approaches in biomedical signal and image processing.

Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

Written specifically for biomedical engineers, Biosignal and Medical Image Processing, Third Edition provides a complete set of signal and image processing tools, including diagnostic decision-making tools and classification methods. Thoroughly revised and updated, it supplies important new material on nonlinear methods for describing and classifying signals, including entropy-based methods and scaling methods. A full set of PowerPoint slides covering the material in each chapter and problem solutions is available to instructors for download.

See what’s new in the third edition:

  • Two new chapters on nonlinear methods for describing and classifying signals.
  • Additional examples with biological data such as EEG, ECG, respiration, and heart rate variability.
  • Nearly double the number of end-of-chapter problems.
  • MATLAB® incorporated throughout the text.
  • Data "cleaning" methods commonly used in such areas as heart rate variability studies.

The text provides a general understanding of image processing sufficient to allow intelligent application of the concepts, including a description of the underlying mathematical principles when needed. Throughout this textbook, signal and image processing concepts are implemented using the MATLAB® software package and several of its toolboxes.

The challenge of covering a broad range of topics at a useful, working depth is motivated by current trends in biomedical engineering education, particularly at the graduate level where a comprehensive education must be attained with a minimum number of courses. This has led to the development of "core" courses to be taken by all students. This text was written for just such a core course. It is also suitable for an upper-level undergraduate course and would be of value for students in other disciplines that would benefit from a working knowledge of signal and image processing.

Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?

Reviewed as an excellent resource for up-to-date signal processing techniques, the book offers clear and simplified explanations along with useful MATLAB examples to enhance understanding. Praised for its accessibility, it suits students from varied backgrounds by not assuming prior electrical engineering knowledge, making it a valuable teaching tool in biomedical engineering education.

Book Hero reading reviews

Book Details

INFORMATION

ISBN: 9781466567368

Publisher: Taylor & Francis Inc

Format: Hardback

Date Published: 25 February 2014

Country: United States

Imprint: CRC Press Inc

Edition: 3rd edition

Illustration: 21 Tables, black and white; 333 Illustrations, black and white

Audience: Tertiary education, Professional and scholarly

DIMENSIONS

Width: 178.0mm

Height: 254.0mm

Weight: 1720g

Pages: 630

About the Author

John L. Semmlow (Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA) (Author) , Benjamin Griffel (Author)

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