Data-Based Nonlinear Modeling of Biomedical Systems - Application of Principle Dynamic Modes

This book deals with the PDM-based modeling approach and how it will improve diagnostic procedures. Throughout the book, the author presents and applies this modeling approach on a wide range of medical issues. This approach shows how mathematical models can be critically important in the neurophysiological and biological fields. The book also compares this approach to existing alternative approaches.

About the author

PhD Vasilis Z. Marmarelis received his diploma in electrical and mechanical engineering from the National Technical University of Athens and his MS in information science and PhD in engineering science (bio-information systems) from the California Institute of Technology. He is currently a professor in the faculty of the Biomedical and Electrical Engineering Departments at USC, where he served as chairman of Biomedical Engineering from 1990 to 1996. He is also Codirector of the Biomedical Simulations Resource (BMSR), a research center dedicated to modeling and simulation of physiological systems and funded by the National Institutes of Health through multimillion-dollar grants since 1985.

Summary

This book deals with the PDM-based modeling approach and how it will improve diagnostic procedures. Throughout the book, the author presents and applies this modeling approach on a wide range of medical issues. This approach shows how mathematical models can be critically important in the neurophysiological and biological fields. The book also compares this approach to existing alternative approaches.

Product details

• Authors: Vasilis Z Marmarelis, Vasilis Z. Marmarelis
• Publisher: Wiley, John and Sons Ltd
• Languages: English
• Product format: Hardback
• Release: 14.03.2024, delayed
• EAN: 9781118779019
• ISBN: 978-1-118-77901-9
• No. of pages: 200
• Series: IEEE Press Series on Biomedical Engineering; IEEE Press Series on Biomedical Engineering
• Subjects: Natural sciences, medicine, IT, technology > Medicine; Medizin, Modellierung, Biosignalverarbeitung, Biomedical engineering, Medical Science, Biomedizintechnik, Medical Statistics & Epidemiology, Medizinische Statistik u. Epidemiologie, Nichtlineares System, Biosignal Processing, Physiologic Modeling & Control Systems, Physiologische Modellierung, Steuersysteme