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Table 5 Comparison of performance of gene expression mapping for two common drugs

From: Application of transfer learning for cancer drug sensitivity prediction

Drug Number of genes Number of Test cell lines Pearson Correlation with CCLE Reconstruction MSE
    Original GDSC Mapped GDSC  
17-AAG 371 259 0.8729 0.9406 0.8256
AZD6244 383 245 0.8486 0.9405 0.6297
  1. Each result is a mean result for n=3 independent trials