| ML | Machine learning |
| PAHO | Pan American Health Organization |
| DL | Deep learning |
| LSTM | Long short-term memory |
| AHP | Analytic hierarchy process |
| MALDI-TOF | Matrix-assisted laser desorption ionization Time-of-flight |
| AI | Artificial intelligence |
| DENV | Dengue virus |
| WHO | World Health Organization |
| NSAID | Nonsteroidal anti-inflammatory drug |
| ZIKV | Zika virus |
| CHIV | Chikungunya virus |
| FDA | Food and Drug Administration |
| ROC | Receiver operating characteristic |
| AUC | Area under the curve |
| MLP | Multi-layer perceptron |
| NN | Narrow neural network |
| QSVM | Quadratic support vector machine |
| BT | Bagged tree |
| EM | Ensemble model |
| XGB | XGBoost |