Integration of Epigenetic Data in Bayesian Network Modeling of Gene Regulatory Network

No abstract is available for this paper.

• Publication year

  2011

• Venue

  Pattern Recognition in Bioinformatics

• Publication date

  2011-11-02

• Fields of study

  Biology, Computer Science

• Identifiers
  DOI 10.1007/978-3-642-24855-9_8
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A statistical framework for modeling gene expression using chromatin features and application to modENCODE datasets

  2011cited by this paper
• Prostate stem cell antigen (PSCA) and risk of bladder cancer: linking genotypes to functional mechanisms

  2011cited by this paper
• Coordinated histone modifications are associated with gene expression variation within and between species.

  2011cited by this paper
• Python Environment for Bayesian Learning: Inferring the Structure of Bayesian Networks from Knowledge and Data

  2009cited by this paper
• Gene regulatory network inference: Data integration in dynamic models - A review

  2009cited by this paper
• Transcriptional Regulatory Networks in Saccharomyces cerevisiae

  2009cited by this paper
• Inferring causal relationships among different histone modifications and gene expression.

  2008cited by this paper
• Bayesian integration of biological prior knowledge into the reconstruction of gene regulatory networks with Bayesian networks.

  2007cited by this paper
• Genome-wide map of nucleosome acetylation and methylation in yeast.

  2005influential reference
• Combining microarrays and biological knowledge for estimating gene networks via Bayesian networks

  2003cited by this paper
• Transcriptional Regulatory Networks in Saccharomyces cerevisiae

  2002cited by this paper
• Serial regulation of transcriptional regulators in the yeast cell cycle.

  2001influential reference
• Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization.

  1998cited by this paper

• Network Modeling and Control of Dynamic Disease Pathways, Review and Perspectives

  2024cites this paper
• A Systems Biology Approach to Identify Essential Epigenetic Regulators for Specific Biological Processes in Plants

  2021cites this paper
• Bayesian Data Fusion of Gene Expression and Histone Modification Profiles for Inference of Gene Regulatory Network

  2020influential citation
• PBMarsNet: A Multivariate Adaptive Regression Splines Based Method to Reconstruct Gene Regulatory Networks

  2018cites this paper
• Identifying Regulators from Multiple Types of Biological Data in Cancer

  2017influential citation
• Integrating Heterogeneous omics Data via Statistical Inference and Learning Techniques

  2016cites this paper
• An overview of bioinformatics methods for modeling biological pathways in yeast.

  2016cites this paper
• Prediction of oral cancer recurrence using dynamic Bayesian networks

  2016cites this paper
• Thesis Proposal

  2016cites this paper
• A Canonical Correlation Analysis-Based Dynamic Bayesian Network Prior to Infer Gene Regulatory Networks from Multiple Types of Biological Data

  2015cites this paper
• PERSONALIZED EPIGENETICS

  2015cites this paper
• Computational Methods in Epigenetics

  2015cites this paper
• Integrating epigenetic prior in dynamic Bayesian network for gene regulatory network inference

  2013cites this paper
• Autoregressive models for gene regulatory network inference: sparsity, stability and causality issues.

  2013cites this paper
• Prior Biological Knowledge And Epigenetic Information Enhances Prediction Accuracy Of Bayesian Wnt Pathway

  2013cites this paper