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7 DCAU-Net未检测到的4例动脉瘤数据的可视化图. 第一行展示了原始影像，第二行展示了局部放大的动脉瘤区域，第三行展示了三维重建后的局部图像

Fig.7 The visualizations of 4 aneurysms missed by DCAU-Net. The first row shows the initial images, the second row shows the partial zoom of the aneurysm areas, and the third row shows the partial images after 3D reconstruction