Performance assessment of sample-specific network control methods for bulk and single-cell biological data analysis

In the past few years, a wealth of sample-specific network construction methods and structural network control methods has been proposed to identify sample-specific driver nodes for supporting the Sample-Specific network Control (SSC) analysis of biological networked systems. However, there is no co...

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Veröffentlicht in:	PLoS computational biology 2021-05, Vol.17 (5), p.e1008962-e1008962
Hauptverfasser:	Guo, Wei-Feng, Yu, Xiangtian, Shi, Qian-Qian, Liang, Jing, Zhang, Shao-Wu, Zeng, Tao
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Biological activity Biology and Life Sciences Cancer Cell research Computational Biology - methods Computer and Information Sciences Construction Construction methods Control methods Data analysis Datasets Electronic data processing Evaluation Gene expression Gene Regulatory Networks Humans Medicine and Health Sciences Methods Network control Performance assessment Precision medicine Proteins RNA-Seq - methods Single-Cell Analysis - methods
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