In conclusion, compared with PA, GCA-F, and Fazekas scales, the MTA scale performs best in predicting the severity of AD, whereas the visual rating scales combined with age, gender, and APOE alleles showed the best performance in predicting the severity of AD. The gene discussed is APOE; the disease is Alzheimer disease.