TABLE 3.

Population and omics features for machine-learning predictive models.

		Population features			Omics features
		PPI	Functional annotation	Knowledge graph	Expression	SCNA	Essentiality	Mutual exclusivity	Synthetic lethality network
Population-based	Mashup Cho et al. (2016)	☑
	CMF Liany et al. (2020b)	☑	☑		☑	☑	☑	☑	☑
	SL2MF Liu et al. (2020)		☑						☑
	GRSMF Huang et al. (2019)		☑						☑
	ESML Lu et al. (2015)				☑	☑
	DDGCN Cai et al. (2020)								☑
	GCATSL Long et al. (2021)	☑	☑						☑
	KG4SL Wang et al. (2021)			☑
Individual sample-based	MNDT Wong et al. (2004)	☑							☑
	MNMC Pandey et al. (2010)	☑	☑						☑
	DiscoverSL Das et al. (2019)		☑		☑			☑
	EXP2SL Wan et al. (2020)				☑