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Books > Medicine > Pre-clinical medicine: basic sciences > Physiology
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Mathematical Modeling and Validation in Physiology - Applications to the Cardiovascular and Respiratory Systems (Paperback, 2013 ed.)
Loot Price: R1,465
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Mathematical Modeling and Validation in Physiology - Applications to the Cardiovascular and Respiratory Systems (Paperback, 2013 ed.)
Series: Lecture Notes in Mathematics, 2064
Expected to ship within 10 - 15 working days
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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.
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