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Table 2 External validation prediction accuracy of our multi-omics integration-based survival prediction model for BRCA patients

From: Deep learning assisted multi-omics integration for survival and drug-response prediction in breast cancer

External Validation with Single-omics data and clinical features as input to model External validation with five-omics data and clinical features as input to model
Datatype Samples Prediction accuracy Datatype Samples Prediction accuracy
RNA 561 85.7% five-omics data excluding Protein 59 78.0%
Protein 397 85.1% five-omics data excluding Mutation 41 73.2%
Mutation 493 85.8% five-omics data excluding miRNA 103 90.3%
miRNA 241 82.6% five-omics data excluding Methylation 111 77.5%
CNV 548 85.8% five-omics data excluding CNV 3 66.7%
Methylation 268 86.6% five-omics data excluding RNA 0