The natural history and treatment landscape of primary brain tumours are complicated by the
varied tumour behaviour of primary or secondary gliomas (high-grade transformation of low …

Texture analysis is a continuously evolving, noninvasive radiomics technique to quantify
macroscopic tissue heterogeneity indirectly linked to microscopic tissue heterogeneity …

Background: Accurate glioma grading before surgery is of the utmost importance in
treatment planning and prognosis prediction. But previous studies on magnetic resonance …

Radiomics-based researches have shown predictive abilities with machine-learning
approaches. However, it is still unknown whether different radiomics strategies affect the …

The volumetric assessment and accurate grading of meningiomas before surgery are highly
relevant for therapy planning and prognosis prediction. This study was to design a deep …

Purpose Accurate glioma grading and IDH mutation status prediction are critically essential
for individualized preoperative treatment decisions. This study aims to compare the …

Brain tumors are the most prominent neurologically malignant cancers with the highest
injury and death rates worldwide. Glioma classification is crucial for the prognosis …

Purpose We aim to illustrate the diagnostic performance of diffusional kurtosis imaging (DKI)
in the diagnosis of gliomas. Methods A review protocol was developed according to the …

Purpose To compare the diagnostic value of DKI and DTI in differentiation of high-grade
glioma recurrence and pseudoprogression (PsP). Method Forty patients with high-grade …

Background Glioma classification affects treatment and prognosis. Reliable imaging
methods for preoperatively evaluating gliomas are essential. Purpose To evaluate tumor …