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Modelling methodology for physiology and medicine

Author: Ewart R Carson; Claudio Cobelli
Publisher: Amsterdam : Elsevier, 2014.
Series: Elsevier insights.
Edition/Format:   Print book : English : Second editionView all editions and formats
Summary:

Offers an advanced methodology for developing mathematical models of physiology and medical systems. This book shows how to apply this methodology to real-world problems in physiology and medicine,  Read more...

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Document Type: Book
All Authors / Contributors: Ewart R Carson; Claudio Cobelli
ISBN: 9780124115576 0124115578
OCLC Number: 881362645
Description: xxiv, 564 pages : illustrations.
Contents: 1. An introduction to modelling methodology 2. Control in Physiology and Medicine 3. Deconvolution4. A priori identifiability of physiological parametric models 5. Parameter estimation 6. New Trends in nonparametric linear system identification 7. Population Modelling 8. Systems Biology 9. Genomic Regulatory Networks 10. Tracer experiment design for metabolic fluxes estimation in steady and nonsteady state 11. Physiological modelling of positron emission tomography images 12. Downstream from Heart Left Ventricle: Aortic Impedance Interpretation by Lumped- and Tube-load Models13. Mathematical modelling of pulmonary gas exchange 14. Acid- base modelling 15. Insulin modelling 16. Glucose modelling 17. Blood-tissue exchange modelling 18. Stochastic modelling of physiological systems 19. Tumour growth modelling for drug development 20. Modelling cardiac biomechanics 21. Finite element modelling in musculoskeletal biomechanics 22. Probabilistic modelling with Bayesian networks 23. Modelling for synthetic biology 24. Mathematical models for computational neuroscience
Series Title: Elsevier insights.
Other Titles: Modeling methodology for physiology and medicine
Responsibility: [edited by] Ewart Carson, Claudio Cobelli.

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