基于多模态MRI与深度学习的乳腺病变良恶性鉴别

杨一风,祁章璇,聂生东

Differentiation of Benign and Malignant Breast Lesions Based on Multimodal MRI and Deep Learning

Yi-feng YANG,Zhang-xuan QI,Sheng-dong NIE

表4 基于InceptionV3网络与AC_Ulsam_CNN网络模型的分类结果对比

Table 4 Comparison of differentiation results based on InceptionV3 and AC_Ulsam_CNN network models

网络模型结构 时序 ACC AUC Sens Spec InceptionV3 DynS4 0.725 0.730 0.763 0.620 DynS024 0.749 0.775 0.789 0.664 AC_Ulsam_CNN DynS4 0.771 0.784 0.733 0.790 DynS024 0.762 0.826 0.783 0.758