MKI67 and meningioma: Additionally, the calibration curve for the nomogram, used for preoperative prediction of high Ki-67 expression in patients with meningioma, was highly concordant with actual outcomes, indicating that this prediction model has good reliability for preoperatively assessing Ki-67 expression.