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Inferring cellular networks - a review

Markowetz, Florian and Spang, Rainer (2007) Inferring cellular networks - a review. BMC bioinformatics 8 Suppl 6, S5.

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Abstract

In this review we give an overview of computational and statistical methods to reconstruct cellular networks. Although this area of research is vast and fast developing, we show that most currently used methods can be organized by a few key concepts. The first part of the review deals with conditional independence models including Gaussian graphical models and Bayesian networks. The second part ...

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Item type:Article
Date:September 2007
Institutions:Medicine > Institut für Funktionelle Genomik > Lehrstuhl für Statistische Bioinformatik (Prof. Spang)
Identification Number:
ValueType
17903286PubMed ID
10.1186/1471-2105-8-S6-S5DOI
Classification:
NotationType
AlgorithmsMESH
Computer SimulationMESH
Gene Expression Profiling/methodsMESH
Models, BiologicalMESH
Oligonucleotide Array Sequence Analysis/methodsMESH
Protein Interaction Mapping/methodsMESH
Proteome/metabolismMESH
Signal Transduction/physiologyMESH
Dewey Decimal Classification:500 Science > 570 Life sciences
600 Technology > 610 Medical sciences Medicine
Status:Published
Refereed:Yes, this version has been refereed
Created at the University of Regensburg:Partially
Item ID:30681
Owner only: item control page

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