| AF | Atrial Fibrillation |
| AI | Artificial Intelligence |
| AUC/AUC-ROC | Area Under the (ROC) Curve |
| CNN | Convolutional Neural Network |
| DL | Deep Learning |
| DNN | Deep Neural Network |
| ECG | Electrocardiogram |
| EMD | Empirical Mode Decomposition |
| HF | Heart Failure |
| HRV | Heart Rate Variability |
| IMFs | Intrinsic Mode Functions |
| LVEF | Left Ventricular Ejection Fraction |
| LVSD | Left Ventricular Systolic Dysfunction |
| LQTS | Long QT Syndrome |
| MACE | Major Adverse Cardiovascular Events |
| MCC | Matthews Correlation Coefficient |
| MI | Myocardial Infarction |
| ML | Machine Learning |
| PPV | Positive Predictive Value |
| PPG | Photoplethysmography |
| PR Curve | Precision-Recall Curve |
| RNN | Recurrent Neural Network |
| ROC | Receiver Operating Characteristic |
| SCD | Sudden Cardiac Death |
| SNR | Signal-to-Noise Ratio |
| STEMI | ST-Elevated Myocardial Infarction |
| SVM | Support Vector Machine |
| VA | Ventricular Arrhythmia |
| VT | Ventricular Tachycardia |