Computational Pulse Signal Analysis

• Κύριοι συγγραφείς: Zhang, David (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Zuo, Wangmeng (http://id.loc.gov/vocabulary/relators/aut), Wang, Peng (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Pattern recognition.; Signal processing.; Image processing.; Speech processing systems.; Health informatics.; Pattern Recognition.; Signal, Image and Speech Processing.; Health Informatics.

This book describes the latest advances in pulse signal analysis and their applications in classification and diagnosis. First, it provides a comprehensive introduction to useful techniques for pulse signal acquisition based on different kinds of pulse sensors together with the optimized acquisition...

Πίνακας περιεχομένων:

• 1. Introduction: Computational Pulse Diagnosis
• 2. Compound Pressure Signal Acquisition
• 3. Pulse Signal Acquisition Using Multi-Sensors
• 4. Baseline Wander Correction in Pulse Waveforms Using Wavelet-Based Cascaded Adaptive Filter
• 5. Detection of Saturation And Artifact
• 6. Optimized Preprocessing Framework for Wrist Pulse Analysis
• 7. Arrhythmic Pulses Detection
• 8. Spatial and Spectrum Feature Extraction
• 9. Generalized Feature Extraction for Wrist Pulse Analysis: from 1-D Time Series to 2-D Matrix
• 10. Characterization of Inter-Cycle Variations for Wrist Pulse Diagnosis
• 11. Edit Distance for Pulse Diagnosis
• 12. Modified Gaussian Models and Fuzzy C-Means
• 13. Modified Auto-Regressive Models
• 14. Combination of Heterogeneous Features for Wrist Pulse Blood Flow Signal Diagnosis via Multiple Kernel Learning
• 15. Comparison of Three Different Types of Wrist Pulse Signals
• 16. Comparison Between Pulse And Ecg
• 17. Disscusion and Future Work.