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Uncertainty in Biology - A Computational Modeling Approach (Hardcover, 1st ed. 2016)
Loot Price: R3,810
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Uncertainty in Biology - A Computational Modeling Approach (Hardcover, 1st ed. 2016)
Series: Studies in Mechanobiology, Tissue Engineering and Biomaterials, 17
Expected to ship within 12 - 17 working days
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Total price: R3,830
Discovery Miles: 38 300
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Computational modeling allows to reduce, refine and replace animal
experimentation as well as to translate findings obtained in these
experiments to the human background. However these biomedical
problems are inherently complex with a myriad of influencing
factors, which strongly complicates the model building and
validation process. This book wants to address four main issues
related to the building and validation of computational models of
biomedical processes: 1. Modeling establishment under uncertainty
2. Model selection and parameter fitting 3. Sensitivity analysis
and model adaptation 4. Model predictions under uncertainty In each
of the abovementioned areas, the book discusses a number of
key-techniques by means of a general theoretical description
followed by one or more practical examples. This book is intended
for graduate students and researchers active in the field of
computational modeling of biomedical processes who seek to acquaint
themselves with the different ways in which to study the parameter
space of their model as well as its overall behavior.
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