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3 每一种模型的准确率

Table 3 The accuracy performance for each model

% 模型 AD vs NC AD vs MCI MCI vs NC AD vs NC vs MCI BA+Resnet 96.51 93.11 84.93 82.36 ST+Resnet 97.45 94.28 85.55 83.51 BA+MSResnet 98.32 95.15 86.70 83.87 ST+SVM 90.16 88.19 80.26 75.26 ST+ELM 91.35 86.46 81.79 77.07 ST+Alexnet 93.49 91.92 83.04 80.30 ST+VGG16 95.83 93.76 84.16 81.25 ST+GoogLenet 97.86 94.49 86.05 83.57 ST+MSResnet 99.41 97.35 87.75 85.53