基于模糊标签和深度学习的TOF-MRA影像脑动脉瘤自动检测

陈萌,耿辰,李郁欣,耿道颖,鲍奕仿,戴亚康

Automatic Detection for Cerebral Aneurysms in TOF-MRA Images Based on Fuzzy Label and Deep Learning

Meng CHEN,Chen GENG,Yu-xin LI,Dao-ying GENG,Yi-fang BAO,Ya-kang DAI

图6 DCAU-Net检测到的4例动脉瘤数据可视化图. 第一行展示了检测结果和标签叠加在原图的效果图，第二行展示了动脉瘤区域的局部放大效果图

Fig.6 The visualizations of 4 aneurysms detected by DCAU-Net. The first row shows the images of detection results and labels superimposed on the initial images, the second row shows the partial zoom of the aneurysm areas