Advanced Biosignal Processing

Through 17 chapters, this book presents the principle of many advanced biosignal processing techniques. After an important chapter introducing the main biosignal properties as well as the most recent acquisition techniques, it highlights five specific parts which build the body of this book. Each pa...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Nait-Ali, Amine (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Temas:
Biomedical engineering.
Cardiology.
Computational intelligence.
System theory.
Image processing-Digital techniques.
Computer vision.
Biomathematics.
Biomedical Engineering and Bioengineering.
Computational Intelligence.
Complex Systems.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Mathematical and Computational Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Biosignals: Acquisition and General Properties
  • Extraction of ECG Characteristics Using Source Separation Techniques: Exploiting Statistical Independence and Beyond
  • ECG Processing for Exercise Test
  • Statistical Models Based ECG Classification
  • Heart Rate Variability Time-Frequency Analysis for Newborn Seizure Detection
  • Adaptive Tracking of EEG Frequency Components
  • From EEG Signals to Brain Connectivity: Methods and Applications in Epilepsy
  • Neural Network Approaches for EEG Classification
  • Analysis of Event-Related Potentials Using Wavelet Networks
  • Detection of Evoked Potentials
  • Visual Evoked Potential Analysis Using Adaptive Chirplet Transform
  • Uterine EMG Analysis: Time-Frequency Based Techniques for Preterm Birth Detection
  • Pattern Classification Techniques for EMG Signal Decomposition
  • Parametric Modeling of Some Biosignals Using Optimization Metaheuristics
  • Nonlinear Analysis of Physiological Time Series
  • Biomedical Data Processing Using HHT: A Review
  • to Multimodal Compression of Biomedical Data.

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