Introduction to Computational Cardiology [electronic resource] : Mathematical Modeling and Computer Simulation /
Kogan, Boris Ja.author.
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.
Description based upon print version of record.
Includes bibligraphical references and index.
Mathematical Modeling and Computer Simulation -- Electrophysiological and Electrochemical Background -- Mathematical Models of Action Potential -- Simplified Action Potential Models -- Computer Implementation of Mathematical Models -- Excitation-Propagation in One Dimensional Fibers -- Waves in Two Dimensional Models of Myocardium -- Theory and Simulation of Stationary Wave Propagation -- Excitation Wave Propagation in Narrow Passes.
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.
Bioinformatics.
Cardiology.
Optical data processing.
Computer simulation.
Pattern recognition.
Computational Biology/Bioinformatics.
Cardiology.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Simulation and Modeling.
Pattern Recognition.