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Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks

Abstract The reconstruction of Gene Regulatory Networks (GRNs) from gene expression data, supported by machine learning approaches, has received increasing attention in recent years. The task at hand is to identify regulatory links between genes in a network. However, existing methods often suffer w...

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Hlavní autoři: Paolo Mignone, Gianvito Pio, Sašo Džeroski, Michelangelo Ceci
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2020-12-01
Edice:Scientific Reports
On-line přístup:https://doi.org/10.1038/s41598-020-78033-7
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