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Multi-view manifold regularized compact low-rank representation for cancer samples clustering on multi-omics data.

Juan WangCong-Hai LuXiang-Zhen KongLing-Yun DaiShasha YuanXiaofeng Zhang
Published in: BMC bioinformatics (2022)
Finally, we apply MmCLRR into the clustering of cancer samples based on multi-omics data, and the clustering results show that our method outperforms the existing multi-view methods.
Keyphrases
  • single cell
  • papillary thyroid
  • rna seq
  • squamous cell
  • big data
  • squamous cell carcinoma
  • machine learning