CD40LG and head and neck squamous cell carcinoma: <h4>Objective</h4>This research aimed to develop an enhanced CT-based radiomics model capable of predicting CD40LG expression.<h4>Methods</h4>For 399 HNSCC cases, the Cancer Genome Atlas provided gene sequencing, and the Cancer Imaging Archive provided computerized tomography scans.