GENIUS: web server to predict local gene networks and key genes for biological functions.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 27993775.
- Also identified by DOI 10.1093/bioinformatics/btw702 and PMC identifier 5408817.
- Licence recorded as CC BY-NC.
- Because redistribution is not established, this page shows the abstract only. Follow the links below for the full text.
Abstract
GENIUS is a user-friendly web server that uses a novel machine learning algorithm to infer functional gene networks focused on specific genes and experimental conditions that are relevant to biological functions of interest. These functions may have different levels of complexity, from specific biological processes to complex traits that involve several interacting processes. GENIUS also enriches the network with new genes related to the biological function of interest, with accuracies comparable to highly discriminative Support Vector Machine methods. GENIUS currently supports eight model organisms and is freely available for public use at http://networks.bio.puc.cl/genius . genius.psbl@gmail.com. Supplementary data are available at Bioinformatics online.
Medical subject headings
- Gene Regulatory Networks
- Machine Learning
- Software