A Parametric Framework for Modelling of Bioelectrical Signals

Nonfiction, Health & Well Being, Medical, Specialties, Radiology & Nuclear Medicine, Science & Nature, Technology, Engineering
Cover of the book A Parametric Framework for Modelling of Bioelectrical Signals by Yar M. Mughal, Springer Singapore
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Yar M. Mughal ISBN: 9789812879691
Publisher: Springer Singapore Publication: January 5, 2016
Imprint: Springer Language: English
Author: Yar M. Mughal
ISBN: 9789812879691
Publisher: Springer Singapore
Publication: January 5, 2016
Imprint: Springer
Language: English

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).

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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).

More books from Springer Singapore

Cover of the book Advances in Nanotheranostics II by Yar M. Mughal
Cover of the book Plasma Remediation Technology for Environmental Protection by Yar M. Mughal
Cover of the book Representations of Lie Algebras and Partial Differential Equations by Yar M. Mughal
Cover of the book The 8th International Conference on Robotic, Vision, Signal Processing & Power Applications by Yar M. Mughal
Cover of the book Haptic Interaction by Yar M. Mughal
Cover of the book Scattering Cross Section of Unequal Length Dipole Arrays by Yar M. Mughal
Cover of the book Theory and Practice of Hydrocarbon Generation within Space-Limited Source Rocks by Yar M. Mughal
Cover of the book Informetrics by Yar M. Mughal
Cover of the book ICoSI 2014 by Yar M. Mughal
Cover of the book Bio-inspired Computing: Theories and Applications by Yar M. Mughal
Cover of the book The Plasticity of Skeletal Muscle by Yar M. Mughal
Cover of the book Automorphisms of Finite Groups by Yar M. Mughal
Cover of the book Mathematical Insights into Advanced Computer Graphics Techniques by Yar M. Mughal
Cover of the book The Cordon Sanitaire by Yar M. Mughal
Cover of the book Economics of European Crises and Emerging Markets by Yar M. Mughal
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy