SIAM: Spatial and Intensity Awareness Module for cerebrovascular segmentation

Yunqing Chen, Cheng Chen, Xiaoheng Li, Ruoxiu Xiao

Abstract: Highlights•Incorporating priors of spatial features and intensity features for blood vessel.•The module possesses plug-and-play characteristics, allowing for rapid deployment.•The module performs well on both conventional datasets and limited data.•Experiments and assessments in three cerebrovascular datasets.