Ebook: Introduction to Computational Cardiology: Mathematical Modeling and Computer Simulation
Author: Boris Ja. Kogan (auth.)
- Tags: Computational Biology/Bioinformatics, Cardiology, Computer Imaging Vision Pattern Recognition and Graphics, Simulation and Modeling, Pattern Recognition
- Year: 2010
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
Introduction to Computational Cardiology provides a comprehensive, in-depth treatment of the fundamental concepts and research challenges involved in the mathematical modeling and computer simulation of dynamical processes in the heart, under normal and pathological conditions. This book is based on the author's lecture notes from his course 'Introduction to Computational Cardiology' in the Department of Computer Science within the University of California, Los Angeles. It also encompasses the scientific discoveries made by the author, his doctoral students, and his colleagues in the U.S.A. and U.S.S.R. in the last 35 years.
Several features of this textbook are listed below:
- A description of models used in both biology and medicine for discovering the mechanisms of heart function and dysfunction on several physiological scales across different species.
- An introduction to the theory of stationary reentrant wave propagation in one- and two-dimensional tissues.
- Several examples throughout this textbook and exercises at the end which facilitate understanding of basic concepts and introduces, for implementation, treated problems to parallel supercomputers.
Introduction to Computational Cardiology serves as a secondary textbook or reference book for advanced-level students in computer science, electrical engineering, biomedical engineering, and cardiac electrophysiology. It is also suitable for researchers employing mathematical modeling and computer simulations of biomedical problems.
Introduction to Computational Cardiology provides a comprehensive, in-depth treatment of the fundamental concepts and research challenges involved in the mathematical modeling and computer simulation of dynamical processes in the heart, under normal and pathological conditions. This book is based on the author's lecture notes from his course 'Introduction to Computational Cardiology' in the Department of Computer Science within the University of California, Los Angeles. It also encompasses the scientific discoveries made by the author, his doctoral students, and his colleagues in the U.S.A. and U.S.S.R. in the last 35 years.
Several features of this textbook are listed below:
- A description of models used in both biology and medicine for discovering the mechanisms of heart function and dysfunction on several physiological scales across different species.
- An introduction to the theory of stationary reentrant wave propagation in one- and two-dimensional tissues.
- Several examples throughout this textbook and exercises at the end which facilitate understanding of basic concepts and introduces, for implementation, treated problems to parallel supercomputers.
Introduction to Computational Cardiology serves as a secondary textbook or reference book for advanced-level students in computer science, electrical engineering, biomedical engineering, and cardiac electrophysiology. It is also suitable for researchers employing mathematical modeling and computer simulations of biomedical problems.
Introduction to Computational Cardiology provides a comprehensive, in-depth treatment of the fundamental concepts and research challenges involved in the mathematical modeling and computer simulation of dynamical processes in the heart, under normal and pathological conditions. This book is based on the author's lecture notes from his course 'Introduction to Computational Cardiology' in the Department of Computer Science within the University of California, Los Angeles. It also encompasses the scientific discoveries made by the author, his doctoral students, and his colleagues in the U.S.A. and U.S.S.R. in the last 35 years.
Several features of this textbook are listed below:
- A description of models used in both biology and medicine for discovering the mechanisms of heart function and dysfunction on several physiological scales across different species.
- An introduction to the theory of stationary reentrant wave propagation in one- and two-dimensional tissues.
- Several examples throughout this textbook and exercises at the end which facilitate understanding of basic concepts and introduces, for implementation, treated problems to parallel supercomputers.
Introduction to Computational Cardiology serves as a secondary textbook or reference book for advanced-level students in computer science, electrical engineering, biomedical engineering, and cardiac electrophysiology. It is also suitable for researchers employing mathematical modeling and computer simulations of biomedical problems.
Content:
Front Matter....Pages i-xvi
Introduction....Pages 1-9
Mathematical Modeling and Computer Simulation....Pages 11-23
Electrophysiological and Electrochemical Background....Pages 25-43
Mathematical Models of Action Potential....Pages 45-80
Simplified Action Potential Models....Pages 81-109
Computer Implementation of Mathematical Models....Pages 111-123
Excitation-Propagation in One Dimensional Fibers....Pages 125-146
Waves in Two Dimensional Models of Myocardium....Pages 147-171
Theory and Simulation of Stationary Wave Propagation....Pages 173-198
Excitation Wave Propagation in Narrow Passes....Pages 199-221
Back Matter....Pages 223-231
Introduction to Computational Cardiology provides a comprehensive, in-depth treatment of the fundamental concepts and research challenges involved in the mathematical modeling and computer simulation of dynamical processes in the heart, under normal and pathological conditions. This book is based on the author's lecture notes from his course 'Introduction to Computational Cardiology' in the Department of Computer Science within the University of California, Los Angeles. It also encompasses the scientific discoveries made by the author, his doctoral students, and his colleagues in the U.S.A. and U.S.S.R. in the last 35 years.
Several features of this textbook are listed below:
- A description of models used in both biology and medicine for discovering the mechanisms of heart function and dysfunction on several physiological scales across different species.
- An introduction to the theory of stationary reentrant wave propagation in one- and two-dimensional tissues.
- Several examples throughout this textbook and exercises at the end which facilitate understanding of basic concepts and introduces, for implementation, treated problems to parallel supercomputers.
Introduction to Computational Cardiology serves as a secondary textbook or reference book for advanced-level students in computer science, electrical engineering, biomedical engineering, and cardiac electrophysiology. It is also suitable for researchers employing mathematical modeling and computer simulations of biomedical problems.
Content:
Front Matter....Pages i-xvi
Introduction....Pages 1-9
Mathematical Modeling and Computer Simulation....Pages 11-23
Electrophysiological and Electrochemical Background....Pages 25-43
Mathematical Models of Action Potential....Pages 45-80
Simplified Action Potential Models....Pages 81-109
Computer Implementation of Mathematical Models....Pages 111-123
Excitation-Propagation in One Dimensional Fibers....Pages 125-146
Waves in Two Dimensional Models of Myocardium....Pages 147-171
Theory and Simulation of Stationary Wave Propagation....Pages 173-198
Excitation Wave Propagation in Narrow Passes....Pages 199-221
Back Matter....Pages 223-231
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