The Resource Computational Cancer Biology : An Interaction Network Approach, by Mathukumalli Vidyasagar, (electronic resource)

Computational Cancer Biology : An Interaction Network Approach, by Mathukumalli Vidyasagar, (electronic resource)

Label
Computational Cancer Biology : An Interaction Network Approach
Title
Computational Cancer Biology
Title remainder
An Interaction Network Approach
Statement of responsibility
by Mathukumalli Vidyasagar
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
This brief introduces readers to various problems in cancer biology that are amenable to analysis using methods of probability theory and statistics, building on only a basic background in these two topics. Aside from providing a self-contained introduction to several aspects of basic biology and to cancer, as well as to the techniques from statistics most commonly used in cancer biology, the brief describes several methods for inferring gene interaction networks from expression data, including one that is reported for the first time in the brief. The application of these methods is illustrated on actual data from cancer cell lines. Some promising directions for new research are also discussed. After reading the brief, engineers and mathematicians should be able to collaborate fruitfully with their biologist colleagues on a wide variety of problems
Member of
http://library.link/vocab/creatorName
Vidyasagar, Mathukumalli
Dewey number
616.99
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
JHYVAtBWcYI
Language note
English
LC call number
QH324.2-324.25
Literary form
non fiction
Nature of contents
dictionaries
Series statement
SpringerBriefs in Control, Automation and Robotics,
http://library.link/vocab/subjectName
  • Bioinformatics
  • Physiology
  • Statistics
  • Biological models
  • Oncology
  • Computational Biology/Bioinformatics
  • Physiological, Cellular and Medical Topics
  • Control and Systems Theory
  • Statistics for Life Sciences, Medicine, Health Sciences
  • Systems Biology
  • Cancer Research
Label
Computational Cancer Biology : An Interaction Network Approach, by Mathukumalli Vidyasagar, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Inferring Genetic Regulatory Networks -- Context-specific Genomic Networks -- Analyzing Statistical Significance -- Separating Drivers from Passengers -- Some Research Directions
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (89 p.)
Form of item
online
Isbn
9781283908306
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4471-4751-0
Specific material designation
remote
System control number
  • (CKB)2670000000308618
  • (EBL)1081767
  • (OCoLC)823386418
  • (SSID)ssj0000810681
  • (PQKBManifestationID)11427885
  • (PQKBTitleCode)TC0000810681
  • (PQKBWorkID)10832661
  • (PQKB)10206241
  • (DE-He213)978-1-4471-4751-0
  • (MiAaPQ)EBC1081767
  • (EXLCZ)992670000000308618
Label
Computational Cancer Biology : An Interaction Network Approach, by Mathukumalli Vidyasagar, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Introduction -- Inferring Genetic Regulatory Networks -- Context-specific Genomic Networks -- Analyzing Statistical Significance -- Separating Drivers from Passengers -- Some Research Directions
Dimensions
unknown
Edition
1st ed. 2012.
Extent
1 online resource (89 p.)
Form of item
online
Isbn
9781283908306
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4471-4751-0
Specific material designation
remote
System control number
  • (CKB)2670000000308618
  • (EBL)1081767
  • (OCoLC)823386418
  • (SSID)ssj0000810681
  • (PQKBManifestationID)11427885
  • (PQKBTitleCode)TC0000810681
  • (PQKBWorkID)10832661
  • (PQKB)10206241
  • (DE-He213)978-1-4471-4751-0
  • (MiAaPQ)EBC1081767
  • (EXLCZ)992670000000308618

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