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Updated: Jun 10, 2026

Generating the Transcriptional Regulation View of Transcriptomic Features for Prediction Task and Dark Biomarker Detection on Small Datasets
Published on: March 1, 2024
Text mining biomedical literature for constructing gene regulatory networks
Yong-Ling Song1, Su-Shing Chen
1Department of Computer and Information Science and Engineering, University of Florida, Gainesville, FL 32611, USA.
Abstract:
In this paper, we present the framework of a Gene Regulatory Networks System: GRNS. The goals of GRNS include automatically mining biomedical literature to extract gene regulatory information (strain number, genotype, gene regulatory relation, and phenotype), automatically constructing gene regulatory networks based on extracted information and integrating biomedical knowledge into the regulatory networks.
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