| ACC | Accuracy |
| AI | Artificial Intelligence |
| AUC | Area Under the Curve (ROC) |
| AUROC | Area Under the Receiver Operating Characteristic Curve |
| BACC | Balanced Accuracy |
| BERT | Bidirectional Encoder Representations from Transformers |
| CDSS | Clinical Decision Support System(s) |
| CE (marking) | Conformité Européenne |
| CNN/CNNs | Convolutional Neural Network(s) |
| CT | Computed Tomography |
| ECG | Electrocardiogram |
| EU | European Union |
| F1Score/F1 | Harmonic Mean of Precision and Recall |
| GPT | Generative Pretrained Transformer |
| HbA1c | Glycated Hemoglobin A1c |
| IT | Information Technology |
| LLM/LLMs | Large Language Model(s) |
| MAE | Mean Absolute Error |
| MSKCC | Memorial Sloan Kettering Cancer Center |
| MRI/MR | Magnetic Resonance Imaging/Magnetic Resonance |
| OOD | Out of Distribution |
| PACS | Picture Archiving and Communication Systems |
| PET | Positron Emission Tomography |
| ROI | Return on Investments |
| RIS | Radiology Information System |
| TCAV | Testing with Concept Activation Vectors |
| USMLE | United States Medical Licensing Examination |
| WER | Word Error Rate |
| XAI | Explainable AI |