Mathematical Modeling and Validation in Physiology by Jerry J Batzel ISBN 9783642328817
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Mathematical Modeling and Validation in Physiology by Jerry J Batzel ISBN 9783642328817

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Mathematical Modeling and Validation in Physiology by Jerry J Batzel

This volume synthesizes theoretical and practical aspects of both the mathematical and life science viewpoints needed for modeling of the cardiovascular-respiratory system specifically and physiological systems generally. Theoretical points include model design, model complexity and validation in the light of available data, as well as control theory approaches to feedback delay and Kalman filter applications to parameter identification. State of the art approaches using parameter sensitivity are discussed for enhancing model identifiability through joint analysis of model structure and data. Practical examples illustrate model development at various levels of complexity based on given physiological information. The sensitivity-based approaches for examining model identifiability are illustrated by means of specific modeling examples. The themes presented address the current problem of patient-specific model adaptation in the clinical setting, where data is typically limited.

Book details

SKU NLS9783642328817
ISBN 13 9783642328817
ISBN 10 3642328814
Author Jerry J Batzel
Series Lecture Notes In Mathematics
Condition New
Binding Type Paperback
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Year published 2012-12-14
Number of pages 254
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.

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