基于多尺度残差神经网络的阿尔茨海默病诊断分类

刘振丙,方旭升,杨辉华,蓝如师

The diagnosis of Alzheimer's disease classification based on multi-scale residual neutral network

Zhenbing LIU,Xusheng FANG,Huihua YANG,Rushi LAN

表1 多尺度残差模型的框架

Table 1 The Architectures for MSResnet

类型 卷积核 尺寸/步长 输出尺寸 卷积 64 7×7/2 112×112×64 最大池化 64 3×3/2 56×56×64 块1 64 Incep+Incep 56×56×64 块2 64 Incep+Incep 56×56×64 块3 128 3×3/2+Incep 28×28×128 块4 128 Incep+Incep 28×28×128 块5 256 3×3/2+Incep 14×14×256 块6 256 Incep+Incep 14×14×256 块7 512 3×3/2+Incep 7×7×512 块8 512 Incep+Incep 7×7×512 平均池化 512 7×7/1 1×1×512