Original Article Carotid artery segmentation in computed tomography angiography (CTA) using multi-scale deep supervision with Swin-UNet and advanced data augmentation Haodong Xie, Hongmei Gu, Minda Li, Li Zhu, Tianle Wang, Zhaotong Li, Huiqun Wu