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Advanced Methods in Biomedical Signal Processing and Analysis
Arindam Bit , Kunal Pal , Samit Ari , Saugat Bhattacharyya
Advanced Methods in Biomedical Signal Processing and Analysis presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet decomposition, empirical mode decomposition, modeling of biosignals, Gabor Transform, empirical mode decomposition. The book also gives an understanding of feature extraction, feature ranking, and feature selection methods, while also demonstrating how to apply artificial intelligence and machine learning to biosignal techniques.
- Gives advanced methods in signal processing
- Includes machine and deep learning methods
- Presents experimental case studies
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