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 5 DPN68网络改进分类准确率的对比结果

Tab.5 Comparison results of improved classification accuracy of DPN68 network %

网络 FPR FNR Recall Precision F1-score I R AUC DPN68 12.30 6.7 93.28 94.04 93.66 91.33 92.76 93.36 DPN68+小卷积 10.40 6.5 93.50 95.17 94.33 92.28 93.72 93.50 DPN68-A 7.04 6.2 93.80 96.69 95.22 93.53 94.68 94.72