Although recent studies (8, 9) identified ML-based RA using magnetic resonance imaging (MRI) datasets as a promising tool for grading meningioma, its ability to stratify the Ki-67 status in meningioma has been rarely studied (10, 11). This evidence concerns the gene MKI67 and meningioma.