These findings suggest that models utilizing dual-energy CT iodine density and effective atomic number maps hold significant clinical value for non-invasive preoperative assessment of Ki-67 expression in GISTs, thereby avoiding the risks associated with biopsy-induced tumor rupture and dissemination. Here, MKI67 is linked to neoplasm.