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 | |
|---|---|---|---|---|---|
| Â | Â | Â | Original GDSC | Mapped GDSC | Â |
17-AAG | 371 | 259 | 0.8729 | 0.9406 | 0.8256 |
AZD6244 | 383 | 245 | 0.8486 | 0.9405 | 0.6297 |