融合注意力机制Mask RCNN的桥小脑角区听神经瘤和脑膜瘤的识别研究

胡小洋,刘颖,陈淑,董彬彬

Fusing Attention Mechanism with Mask RCNN for Recognition of Acoustic Neuroma and Meningioma in Cerebellopontine Angle

HU Xiaoyang,LIU Ying,CHEN Shu,DONG Binbin

表1 测试集中，五种模型的结果对比

Table 1 Comparison of result on five models in the test data set

模型 检测指标 分割指标 mAR mAP mAR mAP Resnet50 0.693 0.852 0.772 0.857 Resnet101 0.741 0.890 0.774 0.898 VGG19 0.725 0.914 0.808 0.922 Resnet101-CBAM 0.743 0.918 0.795 0.923 VGG19-CBAM 0.749 0.932 0.799 0.930