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nbCNV: a multi-constrained optimization model for discovering copy number variants in single-cell sequencing data.

Changsheng ZhangHong-Min CaiJingying HuangYan Song
Published in: BMC bioinformatics (2016)
Extensive experiments to compare nbCNV with existing benchmark models were conducted on both simulated data and empirical single-cell sequencing data. The results of those experiments demonstrate that nbCNV achieves superior performance and high robustness for the detection of CNVs in single-cell sequencing data.
Keyphrases
  • single cell
  • copy number
  • rna seq
  • electronic health record
  • high throughput
  • mitochondrial dna
  • big data
  • genome wide
  • gene expression
  • dna methylation
  • machine learning
  • artificial intelligence