Jason H. T. Bates

Lung Mechanics (eBook, PDF)

An Inverse Modeling Approach

• Format: PDF

Produktbeschreibung

With mathematical and computational models furthering our understanding of lung mechanics, function and disease, this book provides an all-inclusive introduction to the topic from a quantitative standpoint. Focusing on inverse modeling, the reader is guided through the theory in a logical progression, from the simplest models up to state-of-the-art models that are both dynamic and nonlinear. Key tools used in biomedical engineering research, such as regression theory, linear and nonlinear systems theory, and the Fourier transform, are explained. Derivations of important physical principles, such as the Poiseuille equation and the wave speed equation, from first principles are also provided. Example applications to experimental data throughout illustrate physiological relevance, whilst problem sets at the end of each chapter provide practice and test reader comprehension. This book is ideal for biomedical engineering and biophysics graduate students and researchers wishing to understand this emerging field.

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Produktdetails

• Verlag: Cambridge University Press
• Erscheinungstermin: 30. Juli 2009
• Englisch
• ISBN-13: 9780511590757
• Artikelnr.: 38185408

Autorenporträt

Jason H. T. Bates is currently a Professor of Medicine and Molecular Physiology & Biophysics in the University of Vermont College of Medicine, and a Member of the Pulmonary Division at Fletcher Allen Health Care. He is also a member of the American Physiological Society, the American Thoracic Society, the Biomedical Engineering Society, and an elected senior member of the IEEE Engineering in Medicine and Biology Society. Dr Bates has published more than 190 peer-reviewed journal papers in addition to numerous book chapters, conference abstracts, and other articles. In 1994 he was awarded the Doctor of Science degree by Canterbury University, and in 2002 he was elected a Fellow of the American Institute for Medical and Biological Engineering.

Inhaltsangabe

Preface
Notation
1. Introduction
2. Collecting data
3. The linear single-compartment model
4. Resistance and elastance
5. Nonlinear single-compartment models
6. Flow limitation
7. Linear two-compartment models
8. The general linear model
9. Inverse models of lung impedance
10. Constant phase model of impedance
11. Nonlinear dynamic models
12. Epilogue
References
Index.