A Parametric Framework for Modelling of Bioelectrical Signals (Series in BioEngineering) - Hardcover

Buch 6 von 24: Series in BioEngineering

Mughal, Yar M.

 
9789812879684: A Parametric Framework for Modelling of Bioelectrical Signals (Series in BioEngineering)
Hardcover
ISBN 10: 9812879684 ISBN 13: 9789812879684
Verlag: Springer, 2016

Inhaltsangabe

This book examines non-invasive, electrical-based methods for disease diagnosis and assessment of heart function. In particular, a formalized signal model is proposed since this offers several advantages over methods that rely on measured data alone. By using a formalized representation, the parameters of the signal model can be easily manipulated and/or modified, thus providing mechanisms that allow researchers to reproduce and control such signals. In addition, having such a formalized signal model makes it possible to develop computer tools that can be used for manipulating and understanding how signal changes result from various heart conditions, as well as for generating input signals for experimenting with and evaluating the performance of e.g. signal extraction methods. The work focuses on bioelectrical information, particularly electrical bio-impedance (EBI). Once the EBI has been measured, the corresponding signals have to be modelled for analysis. This requires a structured approach in order to move from real measured data to the model of the corresponding signals. This book proposes a generic framework for this procedure. It can be used as a guide for modelling impedance cardiography (ICG) and impedance respirography (IRG) signals, as well as for developing the corresponding bio-impedance signal simulator (BISS).

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Von der hinteren Coverseite

This book examines non-invasive, electrical-based methods for disease diagnosis and assessment of heart function. In particular, a formalized signal model is proposed since this offers several advantages over methods that rely on measured data alone. By using a formalized representation, the parameters of the signal model can be easily manipulated and/or modified, thus providing mechanisms that allow researchers to reproduce and control such signals. In addition, having such a formalized signal model makes it possible to develop computer tools that can be used for manipulating and understanding how signal changes result from various heart conditions, as well as for generating input signals for experimenting with and evaluating the performance of e.g. signal extraction methods. The work focuses on bioelectrical information, particularly electrical bio-impedance (EBI). Once the EBI has been measured, the corresponding signals have to be modelled for analysis. This requires a structured approach in order to move from real measured data to the model of the corresponding signals. This book proposes a generic framework for this procedure. It can be used as a guide for modelling impedance cardiography (ICG) and impedance respirography (IRG) signals, as well as for developing the corresponding bio-impedance signal simulator (BISS).

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Verlag
Springer
Erscheinungsdatum
2016
Sprache
Englisch
ISBN 10 
9812879684
ISBN 13 
9789812879684
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
96
Kontakt zum Hersteller
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Darmstadt
64293
Deutschland

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9789811357350: A Parametric Framework for Modelling of Bioelectrical Signals (Series in BioEngineering)

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Softcover