Open access
Oct 2026
MRI-based preoperative WHO grade prediction in meningioma: development and comparison of deep learning, radiomics, clinical, and combined models in multicenter data
The objective of this study was to develop and externally validate complementary magnetic resonance imaging (MRI)-based models and their stacked combinations for preoperative World Health Organization (WHO) grading of intracranial meningioma. This retrospective multicenter study included 455 histopathologically confirm...
Cagin Huryol, Umid Sulaimanov, Murat Yuce et al.
· Journal of Neuro-Oncology · 0 citations