Malignant types of non-glioma brain tumors include: 1  Medulloblastomas. 2  Medulloblastomas are always located in the cerebellum, which is at the base and toward the back of the brain. 3  These fast-growing high-grade tumors represent about 15 - 20% of pediatric brain tumors and 20% of adult brain tumors.