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Practical Signal and Image Processing in Clinical Cardiology

ISBN: 9781848825147 | 1848825145
Edition: 1st
Format: Hardcover
Publisher: SPRINGER
Pub. Date: 11/1/2010

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SummaryTable of ContentsAuthor Biography
Modern signal and image acquisition systems used in the field of cardiology acquire, analyze, and store data digitally. Surface electrocardiography, intra-cardiac electrogram recording, echocardiograms, x-ray, magnetic resonance imaging, and computed tomography are among the modalities in the cardiology field where signal processing is applied. Digital signal processing techniques allow us to automate many of the analyses that had previously been done manually with greater precision, accuracy and speed, as well as detect features and patterns i... MORE
Fundamental Signal and Image Processing Conceptsp. 1
Architecture of the Basic Physiologic Recorderp. 3
Analog and Digital Signalsp. 9
Signals in the Frequency Domainp. 17
Filtersp. 27
Techniques for Event and Feature Detectionp. 43
Alternative Techniques for Rate Estimationp. 57
Signal Averaging for Noise Reductionp. 69
Data... MOREp. 79
Image Processingp. 89
Cardiology Applicationsp. 111
Electrocardiographyp. 113
Intravascular and Intracardiac Pressure Measurementp. 133
Blood Pressure and Pulse Oximetryp. 145
Coronary Angiographyp. 157
Echocardiographyp. 187
Nuclear Cardiology: SPECT and PETp. 219
Magnetic Resonance Imagingp. 251
Computed Tomographyp. 275
ECG Telemetry and Long Term Electrocardiographyp. 303
Intracardiac Electrogramsp. 319
Advanced Signal Processing Applications of the ECG: T-Wave Alternans, Heart Rate Variability, and the Signal Averaged ECGp. 347
Digital Stethoscopesp. 379
Indexp. 391
Table of Contents provided by Ingram. All Rights Reserved.
The book authors have a unique combination of clinical cardiology and engineering expertise. Jeffrey Goldberger, M.D., Cardiac Electrophysiologist at Northwestern University Feinberg School of Medicine, has had extensive research experience using signal processing to study the heart. Jason Ng, Ph.D., Research Assistant Professor at the Feinberg School of Medicine, has an electrical engineering background and specializes in signal processing in cardiology.


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