| AI | Artificial Intelligence |
| ANN | Artificial Neural Networks |
| ARDS | Acute Respiratory Distress Syndrome |
| AUC | Area Under Curve |
| CAD | Computer Aided Diagnosis |
| CNN | Convolutional Neural Networks |
| CT | Computed Tomography |
| CV | Computer Vision |
| DL | Deep Learning |
| DNN | Deep Neural Networks |
| GPU | Graphic Processing Unit |
| GRU | Gated Recurrent Units |
| Grad-CAM | Gradient-weighted Class Activation Mapping |
| HPE | Hydrostatic Pulmonary Edema |
| HPO | Hyperparameter Optimization |
| LSTM | Long Short-Term Memory |
| LUS | Lung Ultrasound |
| PPE | Personal Protective Equipment. |
| RNN | Recurrent Neural Networks |
| ROC | Receiver Operator Characteristic |
| STN | Spatial Transformer Networks |
| US | Ultrasound |
| XR | X-ray |