Application of transfer learning for cancer drug sensitivity prediction

BMC Bioinformatics

Table 6 Comparison of performance of drug sensitivity (AUC) mapping for two common drugs

Drug	Number of Test cell lines	Pearson Correlation with GDSC		Reconstruction MSE
		Original CCLE	Mapped CCLE
17-AAG	259	0.5176	0.5232	0.0330
AZD6244	245	0.4022	0.3267	0.0177

ISSN: 1471-2105