Computational Cancer Biology

An Interaction Network Approach

Paperback Engels 2012 2012e druk 9781447147503
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Samenvatting

This brief introduces people with a basic background in probability theory to various problems in cancer biology that are amenable to analysis using methods of probability theory and statistics.  The title mentions “cancer biology” and the specific illustrative applications reference cancer data but the methods themselves are more broadly applicable to all aspects of computational biology.
Aside from providing a self-contained introduction to basic biology and to cancer, the brief describes four specific problems in cancer biology that are amenable to the application of probability-based methods.  The application of these methods is illustrated by applying each of them to actual data from the biology literature.
After reading the brief, engineers and mathematicians should be able to collaborate fruitfully with their biologist colleagues on a wide variety of problems.

Specificaties

ISBN13:9781447147503
Taal:Engels
Bindwijze:paperback
Aantal pagina's:80
Uitgever:Springer London
Druk:2012

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Inhoudsopgave

Introduction.- Inferring Genetic Regulatory Networks.- Context-specific Genomic Networks.- Analyzing Statistical Significance.- Separating Drivers from Passengers.- Some Research Directions.

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        Computational Cancer Biology