LEADER 05280nam 2200781Ia 450 001 9910810699003321 005 20200520144314.0 010 $a1-281-03322-7 010 $a9786611033224 010 $a0-08-052792-2 010 $a1-4356-0804-6 035 $a(CKB)1000000000384558 035 $a(EBL)317027 035 $a(OCoLC)469636194 035 $a(SSID)ssj0000111692 035 $a(PQKBManifestationID)11137859 035 $a(PQKBTitleCode)TC0000111692 035 $a(PQKBWorkID)10080790 035 $a(PQKB)10021872 035 $a(MiAaPQ)EBC317027 035 $a(Au-PeEL)EBL317027 035 $a(CaPaEBR)ebr10206421 035 $a(CaONFJC)MIL103322 035 $a(OCoLC)657420575 035 $a(EXLCZ)991000000000384558 100 $a20050727d2005 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 10$aBioelectrical signal processing in cardiac and neurological applications /$fLeif Sornmo, Pablo Laguna 205 $a1st ed. 210 $aBoston ;$aAmsterdam $cElsevier Academic Press$dc2005 215 $a1 online resource (689 p.) 225 0 $aBiomedical Engineering 300 $aDescription based upon print version of record. 311 $a1-4933-0145-4 311 $a0-12-437552-9 320 $aIncludes bibliographical references and index. 327 $aBioelectrical Signal Processing in Cardiac and Neurological Applications; Copyright Page; Contents; Preface; Chapter 1. Introduction; 1.1 Biomedical Signal Processing: Objectives and Contexts; 1.2 Basics of Bioelectrical Signals; 1.3 Signal Acquisition and Analysis; 1.4 Performance Evaluation; Bibliography; Chapter 2. The Electroencephalogram-A Brief Background; 2.1 The Nervous System; 2.2 The EEG-Electrical Activity Measured on the Scalp; 2.3 Recording Techniques; 2.4 EEG Applications; Bibliography; Chapter 3. EEG Signal Processing; 3.1 Modeling the EEG Signal; 3.2 Artifacts in the EEG 327 $a3.3 Nonparametric Spectral Analysis 3.4 Model-based Spectral Analysis; 3.5 EEG Segmentation; 3.6 Joint Time-Frequency Analysis; Bibliography; Problems; Chapter 4. Evoked Potentials; 4.1 Evoked Potential Modalities; 4.2 Noise Characteristics; 4.3 Noise Reduction by Ensemble Averaging; 4.4 Noise Reduction by Linear Filtering; 4.5 Single-Trial Analysis Using Basis Functions; 4.6 Adaptive Analysis Using Basis Functions; 4.7 Wavelets; Bibliography; Problems; Chapter 5. The Electromyogram; 5.1 The Electrical Activity of Muscles; 5.2 Amplitude Estimation in the Surface EMG 327 $a5.3 Spectral Analysis of the Surface EMG 5.4 Conduction Velocity Estimation; 5.5 Modeling the Intramuscular EMG; 5.6 Intramuscular EMG Signal Decomposition; Bibliography; Problems; Chapter 6. The Electrocardiogram-A Brief Background; 6.1 Electrical Activity of the Heart; 6.2 Generation and Recording of an ECG; 6.3 Heart Rhythms; 6.4 Heartbeat Morphologies; 6.5 Noise and Artifacts; 6.6 Clinical Applications; Bibliography; Chapter 7. ECG Signal Processing; 7.1 Baseline Wander; 7.2 Powerline Interference; 7.3 Muscle Noise Filtering; 7.4 QRS Detection; 7.5 Wave Delineation; 7.6 Data Compression 327 $aBibliography Problems; Chapter 8. ECG Signal Processing: Heart Rate Variability; 8.1 Acquisition and RR Interval Conditioning; 8.2 Time Domain Measures; 8.3 Heart Rhythm Representations; 8.4 Spectral Analysis of Heart Rate Variability; 8.5 Clustering of Beat Morphologies; 8.6 Dealing with Ectopic Beats; 8.7 Interaction with Other Physiological Signals; Bibliography; Problems; Appendix A. Review of Important Concepts; A.1 Matrix Fundamentals; A.2 Discrete-Time Stochastic Processes; Bibliography; Appendix B. Symbols and Abbreviations; B.1 Mathematical Symbols; B.2 Abbreviations; Index 330 $aThe analysis of bioelectrical signals continues to receive wide attention in research as well as commercially because novel signal processing techniques have helped to uncover valuable information for improved diagnosis and therapy. This book takes a unique problem-driven approach to biomedical signal processing by considering a wide range of problems in cardiac and neurological applications-the two ""heavyweight"" areas of biomedical signal processing. The interdisciplinary nature of the topic is reflected in how the text interweaves physiological issues with related methodological considerations 606 $aBrain$xElectric properties 606 $aMuscles$xElectric properties 606 $aHeart$xElectric properties 606 $aElectroencephalography 606 $aElectromyography 606 $aElectrocardiography 615 0$aBrain$xElectric properties. 615 0$aMuscles$xElectric properties. 615 0$aHeart$xElectric properties. 615 0$aElectroencephalography. 615 0$aElectromyography. 615 0$aElectrocardiography. 676 $a616.8/047547 700 $aSornmo$b Leif$0447876 701 $aLaguna$b Pablo$f1962-$0447877 712 02$aScienceDirect (Servicio en línea) 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910810699003321 996 $aBioelectrical signal processing in cardiac and neurological applications$9104106 997 $aUNINA