Modelling Methodology for Physiology and Medicine

di Carson • 2014 • dettagli prodotto

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DESCRIZIONE

- Builds upon and enhances the reader's existing knowledge of modeling methodology and practice- Editors are internationally renowned leaders in their respective fields- Provides an understanding of modeling methodologies that can address real problems in hysiology and medicine and achieve results that are beneficial either in advancing research or in providing solutions to clinical problems.
Table Of Contents:
1. An introduction to modelling methodology
2. Control in Physiology and Medicine
3. Deconvolution
4. 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 Models
13. 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.