GeNets: a unified web platform for network-based genomic analyses.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 29915188.
- Also identified by DOI 10.1038/s41592-018-0039-6 and PMC identifier 6450090.
- No licence information is recorded for this record.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
Functional genomics networks are widely used to identify unexpected pathway relationships in large genomic datasets. However, it is challenging to compare the signal-to-noise ratios of different networks and to identify the optimal network with which to interpret a particular genetic dataset. We present GeNets, a platform in which users can train a machine-learning model (Quack) to carry out these comparisons and execute, store, and share analyses of genetic and RNA-sequencing datasets.
Medical subject headings
- Genomics
- Internet
- Machine Learning