The integration of prior knowledge into a method to infer gene-gene association networks has been proposed in this work. The proposal is named PriorRegNet . The integration of prior knowledge is based on the use of a semantic similarity measure applied to gene products annotated with Gene Ontology terms named SimGIC .
Jul 4, 2020
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Jul 4, 2020 · In this work, we propose the use of prior knowledge as heuristic in an inference method of gene-gene associations from gene expression profiles.
In this method, we partition edges between genes into two subsets: one subset of edges is present in known pathways, whereas the other has no prior information ...
In this work, we propose the use of prior knowledge as heuristic in an inference method of gene-gene associations from gene expression profiles. In this paper, ...
Oct 14, 2021 · Bibliographic details on Using prior knowledge in the inference of gene association networks.
Using Prior Knowledge in the Inference of Gene Association Networks. I A Nepomuceno-Chamorro, B Vega-Márquez, J L Galván-Rojas, C Rubio-Escudero, J A ...
Jun 24, 2014 · When inferring networks from high-throughput genomic data, one of the main challenges is the subsequent validation of these networks.
May 27, 2022 · In this work, we propose the use of prior knowledge as heuristic in an inference method of gene-gene associations from gene expression profiles.
Apr 4, 2024 · Prior knowledge-based methods for GRN inference [11, 12] regard ChIP data, biological pathways and protein–protein networks as prior knowledge ...
May 28, 2024 · In this method, we partition edges between genes into two subsets: one subset of edges is present in known pathways, while the other has no ...