BACKGROUND AND PURPOSE: Differentiating the types of pediatric posterior fossa tumors
on routine imaging may help in preoperative evaluation and guide surgical resection …

BACKGROUND AND PURPOSE: Qualitative radiologic MR imaging review affords limited
differentiation among types of pediatric posterior fossa brain tumors and cannot detect …

Background Differential diagnosis between medulloblastoma (MB), ependymoma (EP) and
astrocytoma (PA) is important due to differing medical treatment strategies and predicted …

BACKGROUND AND PURPOSE: Posterior fossa tumors are the most common pediatric
brain tumors. MR imaging is key to tumor detection, diagnosis, and therapy guidance. We …

Mandatory accurate and specific diagnosis demands have brought about increased
challenges for radiologists in pediatric posterior fossa tumor prediction and prognosis. With …

We applied machine learning algorithms for differentiation of posterior fossa tumors using
apparent diffusion coefficient (ADC) histogram analysis and structural MRI findings. A total of …

Objective The objective of this study was to assess the contribution of multi-parametric (mp)
magnetic resonance imaging (MRI) quantitative features in the machine learning-based …

BACKGROUND AND PURPOSE: Distinct molecular subgroups of pediatric
medulloblastoma confer important differences in prognosis and therapy. Currently, tissue …

Purpose To develop and validate a radiomics signature for progression-free survival (PFS)
and radiotherapeutic benefits in pediatric medulloblastoma. Materials and methods We …

Rationale and Objectives Ependymoma (EP) and medulloblastoma (MB) of children are
similar in age, location, manifestations and symptoms. Therefore, it is difficult to differentiate …