This is the first study to establish a fusion model using multiparametric MRI to preoperatively predict the Ki-67 expression level in HNSCC patients by incorporating SVM-based radiomics signatures and clinical features. This evidence concerns the gene MKI67 and head and neck squamous cell carcinoma.