Modelling Methodology for Physiology and Medicine by Carson, Ewart; Cobelli, Claudio;

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A termék adatai:

Kiadás sorszáma 2
Kiadó Elsevier Science
Megjelenés dátuma 2018. október 30.

ISBN 9780128102930
Kötéstípus Puhakötés
Terjedelem588 oldal
Méret 228x152 mm
Nyelv angol

Kategóriák

Alkalmazott matematika Biotechnológia Embertan, antropológia Anatómia, embriológia, szövettan Fiziológia, élettan, anyagcsere Orvosi biotechnológia

Hosszú leírás:

Modelling Methodology for Physiology and Medicine, Second Edition, offers a unique approach and an unprecedented range of coverage of the state-of-the-art, advanced modeling methodology that is widely applicable to physiology and medicine. The second edition, which is completely updated and expanded, opens with a clear and integrated treatment of advanced methodology for developing mathematical models of physiology and medical systems. Readers are then shown how to apply this methodology beneficially to real-world problems in physiology and medicine, such as circulation and respiration.

The focus of Modelling Methodology for Physiology and Medicine, Second Edition, is the methodology that underpins good modeling practice. It builds upon the idea of an integrated methodology for the development and testing of mathematical models. It covers many specific areas of methodology in which important advances have taken place over recent years and illustrates the application of good methodological practice in key areas of physiology and medicine. It builds on work that the editors have carried out over the past 30 years, working in cooperation with leading practitioners in the field.

Több

Tartalomjegyzék:

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