Computational Cancer Biology: An Interaction Network Approach

di Mathukumalli Vidyasagar (Autore)

Springer London Ltd, 2012

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.

• Autore: Mathukumalli Vidyasagar
• Editore: Springer London Ltd
• Collana: SpringerBriefs in Control, Automation and Robotics
• Anno: 2012
• Rilegatura: Paperback / softback
• Pagine: 80 p.
• Dimensioni: 235 x 155 mm
• EAN: 9781447147503

Testo in English