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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
Version
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/