基于对抗学习与交叉注意力的多任务阿尔茨海默病分类

顾佳佳, 王远军

Multi-task Alzheimer's Disease Classification Based on Adversarial Learning and Cross-attention

GU Jiajia, WANG Yuanjun

表4 对比实验结果

Table 4 Comparison results of experiments

模型 ACC/(%) F1/(%) SEN/(%) SPE/(%) PRE/(%) 3D VGG16 85.18(±2.59) 83.15 83.60 91.61 83.16 3D ResNet34 86.30(±2.41) 86.41 86.78 93.14 86.24 3D ViT 76.71(±2.63) 76.28 76.62 88.61 76.64 MACNet (本文) 91.10(±1.79) 91.01 90.53 95.53 90.90