To compare the predicted value of our model with other established clinical methods, the ROC curves and AUCs of the ABCD2 score, finger to nose test, and nystagmus scheme for stroke prediction in patients with dizziness/vertigo or imbalance were plotted as shown in Figure 3, including an ROC curve of the newly-established model. The gene discussed is ABCD2; the disease is Nystagmus.