基于Cycle-GAN和改进DPN网络的乳腺癌病理图像分类

张雪芹,李天任

Breast cancer pathological image classification based on Cycle-GAN and improved DPN network

Xue-qin ZHANG,Tian-ren LI

表 4 不同CNN模型图像级别和患者级别准确率对比结果

Tab.4 Comparison of accuracy of image level and patient level of different CNN models

% 模型 FPR FNR I R VGG16 36.48 9.78 81.85 82.68 AlexNet 31.84 11.53 82.11 84.68 GoogLeNet 30.72 10.00 83.51 85.49 ResNet34 19.50 9.60 87.27 90.89 ResNet101 22.88 8.90 86.67 89.18