GENIUS: web server to predict local gene networks and key genes for biological functions. Puelma, T., Araus, V., Canales, J., Vidal, E., Cabello, J., Soto, A., & Gutierrez, R. Bioinformatics, 2017. Paper abstract bibtex 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
@Article{ puelma:etal:2017,
author = {T. Puelma and V. Araus and J. Canales and E. Vidal and J.
Cabello and A. Soto and R. Gutierrez},
title = {GENIUS: web server to predict local gene networks and key
genes for biological functions},
journal = {Bioinformatics},
year = {2017},
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},
url = {https://doi.org/10.1093/bioinformatics/btw702}
}
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