Some scholars have used gene sequencing to detect the abundance of CD8 cells combined with enhanced CT generation to evaluate the imaging characteristics of CD8 cell tumor invasion and then used linear ElasticNet regression in machine learning to develop CD8 cell expression signature markers based on radiomics. Here, CD8A is linked to neoplasm.