ENGLISH

Computational Cancer Biology: An Interaction Network Approach

By Mathukumalli Vidyasagar (auth.)

Book information

Publisher
Springer-Verlag London
Year
2012
ISBN
978-1-4471-4750-3, 978-1-4471-4751-0
DOI
10.1007/978-1-4471-4751-0
Language
english
Format
PDF
Filesize
2 MB (1583059 bytes)
Series
SpringerBriefs in Electrical and Computer Engineering
Edition
1
Pages
80\89
Orientation
yes
Scanned
yes
Time added
2013-08-01 04:00:00
Cellular and Medical Topics; Control; Statistics fComputational Biology/Bioinformatics; PhysiologicaHealth Sciences; Systems Biology; Cancer ResearchMedicine

Description

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.

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