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cff-version: 1.2.0
message: 'To cite package "RLassoCox" in publications use:'
type: software
license: Artistic-2.0
title: 'RLassoCox: A reweighted Lasso-Cox by integrating gene interaction information'
version: 1.13.0
abstract: RLassoCox is a package that implements the RLasso-Cox model proposed by
  Wei Liu. The RLasso-Cox model integrates gene interaction information into the Lasso-Cox
  model for accurate survival prediction and survival biomarker discovery. It is based
  on the hypothesis that topologically important genes in the gene interaction network
  tend to have stable expression changes. The RLasso-Cox model uses random walk to
  evaluate the topological weight of genes, and then highlights topologically important
  genes to improve the generalization ability of the Lasso-Cox model. The RLasso-Cox
  model has the advantage of identifying small gene sets with high prognostic performance
  on independent datasets, which may play an important role in identifying robust
  survival biomarkers for various cancer types.
authors:
- family-names: Liu
  given-names: Wei
  email: freelw@qq.com
  orcid: https://orcid.org/0000-0002-5496-3641
repository: https://bioc.r-universe.dev
repository-code: https://github.com/weiliu123/RLassoCox
url: https://github.com/weiliu123/RLassoCox
date-released: '2020-10-21'
contact:
- family-names: Liu
  given-names: Wei
  email: freelw@qq.com
  orcid: https://orcid.org/0000-0002-5496-3641