Use of Deep-Learning Genomics to Discriminate Healthy Individuals from Those with Alzheimer’s Disease or Mild Cognitive Impairment

Table 3

Performance of different classification approaches in multitasking classification.

Model	Accuracy (%)	Sensitivity (%)	Specificity (%)	AUC
AD and HC groups
GWAS analysis				0.744
CNN model				0.915
ResNet18				0.980
ResNet34
MCI and HC groups
GWAS analysis				0.510
CNN model				0.852
ResNet18				0.966
ResNet34				0.986
AD and MCI groups
GWAS analysis				0.569
CNN model				0.840
ResNet18				0.972
ResNet34				0.981

The methods are conducted with crossvalidation, and their results are given as .