混合注意力和多尺度模块的阿尔茨海默病分类方法

顾佳佳, 王远军

Hybrid Attention and Multiscale Module for Alzheimer's Disease Classification

GU Jiajia, WANG Yuanjun

表3 不同模块的消融实验结果表

Table 3 Ablation results of different modules

模型 ACC/(%) SPE/(%) SEN/(%) PRE/(%) F1/(%) 3D CNet 84.26(±2.53) 92.13 84.26 87.38 84.00 3D RNet 87.45(±2.44) 93.72 88.20 88.65 87.61 3D HAMS+CNet 89.20(±1.53) 94.60 89.21 89.84 89.27 3D HAM+RNet 93.39(±1.31) 96.70 93.39 93.46 93.42 3D MS+RNet 91.73(±1.80) 95.90 91.80 92.16 91.83 3D HAMSNet 94.14(±1.03) 97.07 94.14 94.22 94.17