Multi-site, Multi-domain Airway Tree Modeling

Minghui Zhang, Yangqian Wu, Hanxiao Zhang, Yulei Qin, Hao Zheng, Wen Tang, Corey W. Arnold, Chenhao Pei, Pengxin Yu, Yang Nan, Guang Yang, Simon Walsh, Dominic C. Marshall, Matthieu Komorowski, Puyang Wang, Dazhou Guo, Dakai Jin, Yanan Wu, Shuiqing Zhao, Runsheng Chang et al. (16 additional authors not shown)

Abstract: Highlights•Critical milestone that establishes the standard norm of the airway segmentation field in this deep learning era.•Put forward airway segmentation as a beyond pixel-wise segmentation task.•Divergent data from multi-site and multi-domain.