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PFBNet: a priori-fused boosting method for gene regulatory network inference

Abstract Background Inferring gene regulatory networks (GRNs) from gene expression data remains a challenge in system biology. In past decade, numerous methods have been developed for the inference of GRNs. It remains a challenge due to the fact that the data is noisy and high dimensional, and there...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Dandan Che, Shun Guo, Qingshan Jiang, Lifei Chen
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2020-07-01
Schriftenreihe:BMC Bioinformatics
Schlagworte:
Gene regulatory network inference
Time-series expression data
Boosting
Prior information fusion
Online-Zugang:http://link.springer.com/article/10.1186/s12859-020-03639-7
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