ImageCAS: A large-scale dataset and benchmark for coronary artery segmentation based on computed tomography angiography images

An Zeng, Chunbiao Wu, Guisen Lin, Wen Xie, Jin Hong, Meiping Huang, Jian Zhuang, Shanshan Bi, Dan Pan, Najeeb Ullah, Kaleem Nawaz Khan, Tianchen Wang, Yiyu Shi, Xiaomeng Li, Xiaowei Xu

Abstract: Highlights•Tens of works on coronary artery segmentation but without large-scale public datasets.•Propose the first large-scale (1,000 CTs) dataset for coronary artery segmentation.•Propose a benchmark including typical existing works for fair comparison.•A strong baseline method is also proposed with the optimal performance.