A systematic review of multiparametric magnetic resonance imaging radiomics in the prediction of brain invasion in meningioma.

ABSTRACT:

Background

Brain invasion plays an important role in determining the grade, prognosis, and recurrence of meningioma. There is an emerging trend to explore the feasibility of radiomics in prediction of brain invasion in meningiomas pre-operatively. This review aims to assess the role and quality of published magnetic resonance imaging (MRI) radiomics studies on brain invasion prediction.

Methods

A search for literature published between January 2019 and October 2024 across five databases was conducted following the 2020 PRISMA guidelines. The methodological quality and risk of bias of eligible studies were assessed by the Radiomics Quality Score (RQS) and the Quality Assessment of Diagnostic Accuracy Studies-2 (QUADAS-2).

Results

Six of 381 studies were included in the

SUBMITTER: Huen LY 

PROVIDER: S-EPMC12554487 | biostudies-literature | 2025 Sep

REPOSITORIES: biostudies-literature