| AUC | Area Under the Curve |
| ADC | Apparent Diffusion Coefficient |
| DWI | Diffusion-Weighted-Imaging |
| FLAIR | Fluid-Attenuated Inversion Recovery |
| GB | Gradient Boosting |
| H&E | Hematoxylin and eosin |
| IDH1 | Isocitrate Dehydrogenase 1 |
| IHC | Immunohistochemistry |
| MRI | Magnetic Resonance Imaging |
| NGS | Next Generation Sequencing |
| RF | Random Forest |
| ROC | Receiver Operating Characteristic curve |
| SMOTE | Synthetic Minority Oversampling Technique |
| SVM | Support Vector Machine |
| T1c+ | Post-contrast T1 |
| XGBoost | eXtreme Gradient Boosting |