ABSTRACT

Written for senior-level and first year graduate students in biomedical signal and image processing, this book describes fundamental signal and image processing techniques that are used to process biomedical information. The book also discusses application of these techniques in the processing of some of the main biomedical signals and images, such as EEG, ECG, MRI, and CT. New features of this edition include the technical updating of each chapter along with the addition of many more examples, the majority of which are MATLAB based.

part I|152 pages

Introduction to Digital Signal and Image Processing

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chapter 1|12 pages

Signals and Biomedical Signal Processing

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Size: 1.48 MB

chapter 2|23 pages

Fourier Transform

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Size: 1.07 MB

chapter 3|24 pages

Image Filtering, Enhancement, and Restoration

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Size: 3.09 MB

chapter 4|16 pages

Edge Detection and Segmentation of Images

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Size: 2.05 MB

chapter 5|22 pages

Wavelet Transform

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Size: 2.03 MB

chapter 6|23 pages

Other Signal and Image Processing Methods

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Size: 0.70 MB

chapter 7|28 pages

Clustering and Classification

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Size: 0.82 MB

part II|93 pages

Processing of Biomedical Signals

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chapter 8|16 pages

Electric Activities of the Cell

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Size: 1.02 MB

chapter 9|25 pages

Electrocardiogram

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Size: 5.80 MB

chapter 10|20 pages

Electroencephalogram

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Size: 1.28 MB

chapter 11|19 pages

Electromyogram

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Size: 1.36 MB

chapter 12|9 pages

Other Biomedical Signals

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Size: 1.29 MB

part III|129 pages

Processing of Biomedical Images

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chapter 13|12 pages

Principles of Computed Tomography

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Size: 0.44 MB

chapter 14|22 pages

X-Ray Imaging and Computed Tomography

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Size: 1.43 MB

chapter 15|26 pages

Magnetic Resonance Imaging

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Size: 2.78 MB

chapter 16|30 pages

Ultrasound Imaging

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Size: 1.14 MB

chapter 17|16 pages

Positron Emission Tomography

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Size: 1.72 MB

chapter 18|21 pages

Other Biomedical Imaging Techniques

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Size: 4.03 MB