Table 10 Results of dangerous side effects in NNPS and Decagon on AUROC and AUPRC
From: A neural network-based method for polypharmacy side effects prediction
Polypharmacy side effects | AUROC (NNPS) | AUROC (Decagon) | AUPRC (NNPS) | AUPRC (Decagon) | Evidence |
|---|---|---|---|---|---|
Sarcoma | 1.0 | 0.791 | 1.0 | 0.789 | Serban et al. [54] |
Carcinoma of the cervix | 1.0 | 0.879 | 1.0 | 0.810 | Arbyne et al. [55] |
Malignant hypertension | 1.0 | 0.906 | 1.0 | 0.858 | Januszewicz et al. [56] |
Epidural hematoma | 1.0 | 0.936 | 1.0 | 0.906 | Atci et al. [57] |
Oophorectomy | 1.0 | 0.917 | 1.0 | 0.911 | Evans et al. [58] |