Advances in Cardiac Signal Processing - Hardcover

Acharya, U. Rajendra

 
9783540366744: Advances in Cardiac Signal Processing
Hardcover
ISBN 10: 3540366741 ISBN 13: 9783540366744
Verlag: Springer, 2007

Inhaltsangabe

Various disciplines have been bene?ted by the advent of high-performance computing in achieving practical solutions to their problems and the area of health care is no exception to this. Signal processing and data mining tools have been developed to enhance the computational capabilities so as to help clinicians in diagnosis and treatment. The electrocardiogram (ECG) is a representative signal containing inf- mation about the condition of the heart. The shape and size of the P-QRS-T wave and the time intervals between various peaks contains useful infor- tion about the nature of disease a?icting the heart. However, the human - server cannot directly monitor these subtle details. Besides, since biosignals are highly subjective, the symptoms may appear at random in the timescale. The presence of cardiac abnormalities are generally re?ected in the shape of ECG waveform and heart rate. However, by the very nature of biosignals, this re?ection would be random in the timescale. That is, the diseases may not show up all the time, but would manifest at certain irregular (random) intervals during the day. Therefore the study of ECG pattern and heart rate variability has to be carried out over extended periods of time (i. e. , for 24 hours). Naturally the volume of the data to be handled is enormous and its study is tedious and time consuming. As a consequence, the possibility of the analyst missing (or misreading) vital information is high.

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This book deals with the acquisition and extraction of the various morphological features of the electrocardiogram signals.

In the first chapters the book first presents data fusion and different data mining techniques that have been used for the cardiac state diagnosis. The second part deals with heart rate variability (HRV), a non-invasive measurement of cardiovascular autonomic regulation.

Next, visualization of ECG data is discussed, an important part of the display in life threatening state. Here, the handling of data is discussed which were acquired during several hours.

In the following chapters the book discusses aortic pressure measurement which is of significant clinical importance. It presents non-invasive methods for analysis of the aortic pressure waveform, indicating how it can be employed to determine cardiac contractility, arterial compliance, and peripheral resistance. In addition, the book demonstrates methods to extract diagnostic parameters for assessing cardiac function. Further the measurement strategies for contractile effort of the left ventricle are presented.

Finally, the book concludes about the future of cardiac signal processing leading to next generation research topics which directly impacts the cardiac health care.

The editors thank Biocom Technologies for the provided scientific material and help in writing the book.

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Verlag
Springer
Erscheinungsdatum
2007
Sprache
Englisch
ISBN 10 
3540366741
ISBN 13 
9783540366744
Einband
Gebundene Ausgabe
Anzahl der Seiten
490
Herausgeber
Suri Jasjit, Spaan J.A.E, Krishnan Shankar M.
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783642071744: Advances in Cardiac Signal Processing: By Biocom Technologies

Vorgestellte Ausgabe

ISBN 10:  3642071740 ISBN 13:  9783642071744
Verlag: Springer, 2010
Softcover