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DNA Methylation Network Estimation with Sparse Latent Gaussian Graphical Model
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1038/msb4100120openalex-snapshot
How to infer gene networks from expression profiles
inferredcites →https://doi.org/10.1038/ncomms14931openalex-snapshot
Diurnal and seasonal molecular rhythms in human neocortex and their relation to Alzheimer’s disease
inferredcites →https://doi.org/10.1038/nn.3786openalex-snapshot
Alzheimer's disease: early alterations in brain DNA methylation at ANK1, BIN1, RHBDF2 and other loci
inferredcites →https://doi.org/10.1038/srep17386openalex-snapshot
Detection of gene communities in multi-networks reveals cancer drivers
inferredcites →https://doi.org/10.1093/bioinformatics/btu316openalex-snapshot
A systems-level integrative framework for genome-wide DNA methylation and gene expression data identifies differential gene expression modules under epigenetic control
inferredcites →https://doi.org/10.1093/biomet/asm018openalex-snapshot
Model selection and estimation in the Gaussian graphical model
inferredcites →https://doi.org/10.1111/j.1541-0420.2007.00799.xopenalex-snapshot
Semiparametric Regression of Multidimensional Genetic Pathway Data: Least‐Squares Kernel Machines and Linear Mixed Models
inferredcites →https://doi.org/10.1126/science.1262110openalex-snapshot
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
inferredcites →https://doi.org/10.1186/gb-2012-13-10-r97openalex-snapshot
Aging effects on DNA methylation modules in human brain and blood tissue
inferredcites →https://doi.org/10.1186/gb-2014-15-2-r37openalex-snapshot
The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts
inferredcites →https://doi.org/10.1186/s12859-017-1490-6openalex-snapshot
Multiple network algorithm for epigenetic modules via the integration of genome-wide DNA methylation and gene expression data
inferredcites →https://doi.org/10.1186/s12918-017-0440-2openalex-snapshot
Evaluation and improvement of the regulatory inference for large co-expression networks with limited sample size
inferredcites →https://doi.org/10.1371/journal.pone.0084573openalex-snapshot
A DNA Methylation Network Interaction Measure, and Detection of Network Oncomarkers
inferredcites →https://doi.org/10.1371/journal.pone.0116095openalex-snapshot
ICan: An Integrated Co-Alteration Network to Identify Ovarian Cancer-Related Genes
inferredcites →https://doi.org/10.48550/arxiv.1306.3212openalex-snapshot
Sparse Inverse Covariance Matrix Estimation Using Quadratic Approximation
inferredcites →https://doi.org/10.7717/peerj.1525openalex-snapshot
Identifying communities from multiplex biological networks
What points at this work
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inferred← citeshttps://doi.org/10.1038/s41540-021-00193-7openalex-snapshot
MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks
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