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Adelle CF Coster on Muck Rack

Adelle CF Coster

As seen in: BioRxiv
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Articles

Inferring gene regulatory networks by hypergraph variational autoencoder

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By Marc Wilkins, Pablo F. Cañete, Di Yu, Adelle CF Coster
| BioRxiv
Abstract In constructing Gene Regulatory Networks (GRNs), it is crucial to consider cellular heterogeneity and differential gene regulatory modules. However, traditional methods have predominantly focused on cellular heterogeneity, approaching the subject from a relatively narrow scope. We present HyperG-VAE, a Bayesian deep generative model that utilizes a hypergraph to model single-cell RNA sequencing (scRNA-seq) data.
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