Computational Analysis of Biochemical Systems: A Practical Guide for Biochemists and Molecular Biologists

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( su 4 valutazioni fornite da GoodReads )
 
9780521780872: Computational Analysis of Biochemical Systems: A Practical Guide for Biochemists and Molecular Biologists

Throughout the foreseeable future, research in medicine, molecular biology, and biotechnology will be dominated by scientific advances resulting from the Human Genome Project. Knowledge of genomes will elucidate disease patterns and promise improved and personalized treatments. Food and drug development will be revolutionized by focused manipulation of genes and biochemical processes. Researchers will begin to construct metabolic pathways from scratch. A true understanding of genetic and metabolic function and design will depend on mathematical and computational methods for analyzing biochemical systems. It will require new ways of thinking and novel approaches of integrative analysis. This book teaches biochemists and molecular biologists the use of modern computational methods for the analysis of complex biomedical systems without assuming more than a modest background in mathematics. The book begins with representations of biochemical systems, provides guidelines for setting up models, discusses in detail mathematical and computational methods of parameter estimation and model analysis, and ultimately connects to the modern literature with four detailed case studies. Every step is illustrated with examples and explored with accompanying software.

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Recensione:

'… is not only a fine, but a long overdue, book … this is an excellent introduction to a complex field, which I am happy to recommend to anyone.' Darren Flower, Chemistry in Britain

Descrizione del libro:

This book teaches the use of modern computational methods for the analysis of complex biomedical systems. The book begins with representations of biochemical systems, provides guidelines for setting up models and discusses mathematical and computational methods of parameter estimation and model analysis. Every step, including four detailed case studies, is illustrated with examples and explored with accompanying software.

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