Back to search

Article

A multimodal deep learning model to infer cell-type-specific functional gene networks

2022-08-31

Abstract excerpt

<h4>Background: </h4> Functional gene networks (FGNs) capture functional relationships among genes that vary across tissues and cell types. Construction of cell-type-specific FGNs enables the understanding of cell-type-specific functional gene relationships and insights into genetic mechanisms of human diseases in disease-relevant cell types. However, most existing FGNs were developed without consideration of spec...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
b55edb88-b1f1-50d2-b705-f3500454f0a1
DOI
10.21203/rs.3.rs-1976056/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A multimodal deep learning model to infer cell-type-specific functional gene networksDOI 10.21203/rs.3.rs-1976056/v1
Select a neighboring publication to make it the new centre.