From: Predicting adverse drug reactions through interpretable deep learning framework
ADR concept ID | ADR name | Number of positive drugs | Accuracy | Sensitivity | Specificity | Precision | AUC |
---|---|---|---|---|---|---|---|
C0263449 | Dermatitis perioral | 31 | 0.945 | 0.742 | 0.950 | 0.247 | 0.957 |
C0085570 | Alkalosis hypokalaemic | 15 | 0.910 | 0.867 | 0.911 | 0.094 | 0.935 |
C0270994 | Steroid myopathy | 16 | 0.892 | 1.000 | 0.890 | 0.094 | 0.931 |
C0235409 | Increased insulin requirement | 15 | 0.852 | 1.000 | 0.850 | 0.066 | 0.927 |
C0085660 | Aseptic necrosis | 18 | 0.908 | 0.778 | 0.910 | 0.099 | 0.916 |
C0877365 | Infusion site erythema | 11 | 0.936 | 0.545 | 0.939 | 0.065 | 0.913 |
C0271738 | Secondary adrenocortical insufficiency | 25 | 0.884 | 0.880 | 0.884 | 0.119 | 0.908 |
C0175167 | Acneiform eruption | 35 | 0.945 | 0.714 | 0.951 | 0.266 | 0.905 |
C0235259 | Cataract subcapsular | 35 | 0.913 | 0.800 | 0.915 | 0.192 | 0.905 |
C0152459 | Skin striae | 52 | 0.977 | 0.788 | 0.984 | 0.651 | 0.902 |