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Table 3 Comparison of the proposed survival and drug response prediction model with similar methods

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

Survival Prediction

Accuracy

AUC

 C. Wang et al. [22]

0.79

0.93

 Proposed method

0.94

0.98

Drug response prediction

Docetaxel (AUC)

Gemcitabine (AUC)

 MOLI

0.67

0.71

 SVM

0.63

0.69

 Proposed method

0.83

0.78