The central role of MRI in neuro-oncology is undisputed. The technique is used, both in
clinical practice and in clinical trials, to diagnose and monitor disease activity, support …

Objective (1) To evaluate the diagnostic performance of radiomics in differentiating high-
grade glioma from brain metastasis and how to improve the model.(2) To assess the …

Abstract Evaluation of Central Nervous System (CNS) focal lesions has been classically
made focusing on the assessment solid or enhancing component. However, the assessment …

Differential diagnosis of brain lesion pathologies is complex, but it is nevertheless crucial for
appropriate clinical management. Advanced imaging methods, including diffusion-weighted …

Simple Summary We present a systematic review of published reports on machine learning
(ML) applications for the differentiation of gliomas from brain metastases by summarizing …

Tumor types are classically distinguished based on biopsies of the tumor itself, as well as a
radiological interpretation using diverse MRI modalities. In the current study, the overarching …

Simple Summary The process of differentiating glioblastomas from solitary brain metastases
is often difficult using traditional magnetic resonance imaging alone. In the past two …

Glioma, the most common primary brain tumor in adults, can be difficult to discern
radiologically from other brain lesions, which affects surgical planning and follow-up …

Abstract Purpose H3 K27M-mutant diffuse midline gliomas are associated with worse
prognosis than H3 K27M wild-type gliomas. In the present study, we sought to evaluate the …

Purpose Resting state functional magnetic resonance imaging (rsfMRI) is an emerging tool
to explore the functional connectivity of different brain regions. We aimed to assess the …