| AI | Artificial intelligence |
| ANN | Artificial neural network |
| AUC | Area under the curve |
| CNN | Convolutional neural network |
| DT | Decision tree |
| EHR | Electronic health records |
| FDA | Food and Drug Administration |
| GBT | Gradient-boosted tree |
| GradCAM | Gradient-weighted class activation mapping |
| HCP | Healthcare professionals |
| IDC | International Data Corporation |
| KNN | K-Nearest neighbor |
| ML | Machine learning |
| MLPDSC | Machine Learning for Pharmaceutical Discovery and Synthesis Consortium |
| NB | Naïve Bayes |
| NER | Unit name recognition |
| NLP | Natural language processing |
| PCA | Principal component analysis |
| RF | Random Forest |
| RL | Reinforcement learning |
| RNN | Recurrent neural network |
| SARSA | State-action-reward-state-action |
| SHAP | SHapley Additive exPlanations |
| SVM | Support vector machines |
| VAEs | Variational autoencoders |
| WHO | World Health Organization |
| XAI | Explainable artificial intelligence |