Table 5 Top-1 and Top-3 accuracies of prediction the desired drug
From: Deep learning and multi-omics approach to predict drug responses in cancer
Omics type | Top-1 accuracy (%) | Top-3 accuracy (%) |
|---|---|---|
Gene expression | 50 | 89 |
Gene mutation | 39 | 84 |
Gene CNV | 39 | 84 |
Metabolomics | 49 | 86 |
RPPA | 50 | 91 |
Multi-omics (without attention) | 51 | 87 |
Multi-omics (with attention) | 91 | 98 |