Review
Open access
Oct 2026
A systematic review of machine learning approaches for MRI-based brain tumor analysis
Machine learning is now widely applied to magnetic resonance imaging-based brain tumor analysis, with task-specific performance metrics: the Dice similarity coefficient (DSC) quantifies segmentation overlap, while the area under the curve (AUC) and accuracy measure classification performance. A PRISMA 2020 systematic...
Ivan Viktorovich Brak, Merich Doruk Kaymakcioglu, Vasiliy Vladimirovich Belousov et al.
· Frontiers in Computational N... · 0 citations