LGI1 and encephalitis: Table 3 summarizes the performance of ResNet18, VGG16, and ResNet50 for the classification between patients with LGI1 antibody encephalitis and those with GABAB receptor antibody encephalitis, and Fig. 6 (b) shows the ROC curves of these models at the patient level.