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Biomedical Signal Analysis for Connected Healthcare

Autor Sridhar Krishnan
en Limba Engleză Paperback – 24 iun 2021
Biomedical Signal Analysis for Connected Healthcare provides rigorous coverage on several generations of techniques, including time domain approaches for event detection, spectral analysis for interpretation of clinical events of interest, time-varying signal processing for understanding dynamical aspects of complex biomedical systems, the application of machine learning principles in enhanced clinical decision-making, the application of sparse techniques and compressive sensing in providing low-power applications that are essential for wearable designs, the emerging paradigms of the Internet of Things, and connected healthcare.


  • Provides comprehensive coverage of biomedical engineering, technologies, and healthcare applications of various physiological signals
  • Covers vital signals, including ECG, EEG, EMG and body sounds
  • Includes case studies and MATLAB code for selected applications
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Specificații

ISBN-13: 9780128130865
ISBN-10: 0128130865
Pagini: 334
Dimensiuni: 191 x 235 x 25 mm
Greutate: 0.59 kg
Editura: ELSEVIER SCIENCE

Public țintă

Biomedical, electrical, and computer engineers, researchers in connected healthcare and in biomedical signal analysis.

Cuprins

1. Types and characteristics of biomedical signals2. Time-domain processing of biomedical signals3. Spectral-domain analysis of biomedical signals4. Wavelet analysis of biomedical signals5. Time-frequency analysis of biomedical signals6. Sparse and compressive sensing techniques for biomedical signals7. Machine learning for interpreting biomedical signals8. Wearables and Internet of Things for connected healthcare