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Table 2 Top 10 ADR models ranked by AUC

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

  1. The model evaluation metrics during cross-validations are provided