| AUC | Area Under the Curve |
| BFC | Bias Field Correction |
| BrainMaGe | Brain Mask Generator |
| BraTS | Brain tumor Segmentation |
| CNN | Convolutional Neural Network |
| CNS | Central Nervous System |
| CV | Cross-Validation |
| DL | Deep Learning |
| EGD | Erasmus Glioma Database |
| FLAIR | Fluid Attenuated Inversion Recovery |
| FN | False Negative |
| FP | False Positive |
| HGG | High Grade Glioma |
| IDH | Isocitrate Dehydrogenase |
| LGG | Low Grade Glioma |
| MGMT | O-6-methylguanine-DNA methyltransferase |
| ML | Machine Learning |
| MRI | Magnetic Resonance Imaging |
| NIfTI | Neuroimaging Informatics Technology Initiative |
| NITRC | Neuroimaging Tools & Resources Collaboratory |
| REMBRANDT | Repository for Molecular Brain Neoplasia Data |
| OA | Overall Accuracy |
| ROC | Receiver Operating Characteristic |
| ROI | Region of Interest |
| SGD | Stochastic Gradient Descent |
| TCGA | The Cancer Genome Atlas |
| TCIA | The Cancer Imaging Archive |
| TN | True Negative |
| TP | True Positive |
| WHO | World Health Organization |