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Article
Integrating External Biological Knowledge in the Construction of Regulatory Networks From Time-Series Expression Data
BMC Systems Biology
  • Kenneth Lo
  • Adrian E. Raftery
  • Kenneth M. Dombek
  • Jun Zhu
  • Ka Yee Yeung, University of Washington Tacoma
  • Eric E. Schadt
  • Roger E. Bumgarner
Publication Date
8-16-2012
Document Type
Article
Abstract

Inference about regulatory networks from high-throughput genomics data is of great interest in systems biology. We present a Bayesian approach to infer gene regulatory networks from time series expression data by integrating various types of biological knowledge.

DOI
10.1186/1752-0509-6-101
Publisher Policy
open access
Citation Information
Kenneth Lo, Adrian E. Raftery, Kenneth M. Dombek, Jun Zhu, et al.. "Integrating External Biological Knowledge in the Construction of Regulatory Networks From Time-Series Expression Data" BMC Systems Biology Vol. 6 Iss. 1 (2012)
Available at: http://works.bepress.com/ky-yeung/19/