The risk factors of diseases, such as the risk factors (age, gender, year of education, and APOe4 gene information) of Alzheimer’s disease [32], are hardly obtained or determined, which limits the application of the AMGNN classifier. Here, APOE is linked to early-onset autosomal dominant Alzheimer disease.