基于3D ResNet50改进模型的TOF-MRA脑动脉瘤分类方法

薛培阳, 耿辰, 李郁欣, 鲍奕仿, 鲁宇澄, 戴亚康

A Classification Method for Cerebral Aneurysms in TOF-MRA Based on Improved 3D ResNet50 Model

XUE Peiyang, GENG Chen, LI Yuxin, BAO Yifang, LU Yucheng, DAI Yakang

图1 动脉瘤形态分类示意图（上）和三维重建效果图（下）.I、II型为正常动脉瘤，III、IV型为子瘤型动脉瘤

Fig. 1 Overview of aneurysm morphology classification (top) and 3D reconstruction (bottom). Types I and II represent normal aneurysms, while types III and IV represent subsidiary aneurysms