Computational Ensemble Gene Co-Expression Networks for the Analysis of Cancer Biomarkers
Julia Figueroa-Martínez,
Dulcenombre M. Saz-Navarro,
Aurelio López-Fernández
et al.
Abstract:Gene networks have become a powerful tool for the comprehensive examination of gene expression patterns. Thanks to these networks generated by means of inference algorithms, it is possible to study different biological processes and even identify new biomarkers for such diseases. These biomarkers are essential for the discovery of new treatments for genetic diseases such as cancer. In this work, we introduce an algorithm for genetic network inference based on an ensemble method that improves the robustness of … Show more
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