| OSA | Obstructive Sleep Apnea |
| CNN | Convolutional Neural Network |
| LSTM | Long Short-Term Memory |
| IoT | Internet of Things |
| SAHS | Sleep Apnea HypoApnea Syndrome |
| ECG | Electrocardiogram |
| SVM | Support Vector Machine |
| kNN | k-Nearest Neighbours |
| RF | Random Forest |
| RNN | Recurrent Neural Network |
| RQA | Recurrence Quantification Analysis |
| HRV | Heart Rate Variability |
| ANN | Artificial Neural Network |
| TQWT | Turnable-Q factor Wavelet Transform |
| AdaBoost | Adaptive Boosting |
| MTEO | Multilevel Teager Energy Operator |
| MLP | Multi-Layer Perceptron |
| EDR | ECG Derived Respiration |
| RRI | RR Interval |
| RAMP | R peak Amplitude |
| ReLU | Rectified Linear Unit |
| TP | True Positive |
| TN | True Negative |
| FP | False Positive |
| FN | False Negative |
| KELM | Kernel Extreme Learning Machine |
| ELM | Extreme Learning Machine |
| HMM | Hidden Markov Model |
| NN | Neural Network |
| FNN | Feedforward Neural Network |
| TD | Temporal Difference |
| RG | Residual-Gradient |
| MI | Mutual Information |
| GMM | Gaussian Mixture Model |
| RBF | Radial Basis Function |
| EMG | Electromyography |
| MCS | Multi-Classifier System |