Apart from Ki-67, morphological features including the standard deviation of cells’ max axis and perimeter were also found to be a significant contributor to glioma grading because HGG often exhibits strong heterogeneity with irregular cell shapes (Shuangshoti et al., 2000; Louis et al., 2016). Here, MKI67 is linked to central nervous system cancer.