| ML | Machine Learning |
| MRI | Magnetic resonance imaging |
| CT | Computed Tomography |
| DL | Deep Learning |
| AI | Artificial Intelligence |
| xAI | Explainable AI |
| SVM | Support Vector Machine |
| DT | Decision Tree |
| RF | Random Forest |
| NB | Naïve Bayes |
| GB | Gradient Bosting |
| LR | Logistic Regression |
| CNN | Convolution Neural Network |
| GAN | Generative Adversarial Network |
| VAE | Variational Autoencoder |
| ANN | Artificial Neural Network |
| NAS | Neural Architecture Search |
| RQ | Research Question |
| ViT | Vision Transformer |
| NIHSS | National Institutes of Health Stroke Scale |
| CPSS | China National Stroke Registry |
| BraTS2020 | Brain Tumor Segmentation |
| ATLAS | Anatomical Tracings of Lesions After Stroke |
| HRS | Health and Retirement Study |
| mAP | Mean Average Precision |
| IoU | Intersection over Union |
| FCWI | Frequency of Cited Works Indicator |
| YOLO | You Only Look Once |
| SSD | Single-Shot Detector |
| Faster R-CNN | Region Convultional Neural Networks |