Gene Regulatory Networks: Improving Inferences with Transfer Learning

Cell Reprogram. 2023 Dec;25(6):261-263. doi: 10.1089/cell.2023.0095.

Abstract

Deep transfer learning improves the inference of gene regulatory networks in human cells, reveals disease-associated genes, and identifies network-based druggable targets in human heart disease.

Keywords: deep learning; gene networks; machine learning; single-cell RNA-seq; transcription networks.

Publication types

  • News

MeSH terms

  • Gene Regulatory Networks*
  • Humans
  • Machine Learning*