| ANN | Artificial Neural Networks |
| ANOVA | Analysis of Variance |
| ANS | Autonomic Nervous System |
| API | Application Programming Interface |
| BIS | Bioimpedance Spectrometry |
| BN | Bayesian Networks |
| BPAQ | Baecke Physical Activity Questionnaire |
| BSN | Body Sensor Networks |
| CNN | Convolutional Neural Network |
| DBN | Deep Belief Networks |
| DCT | Discrete Cosine Transform |
| DL | Deep Learning |
| DT | Decision Tree |
| ECG | Electrocardiagram |
| EEG | Electroencephalogram |
| ELISA | Enzyme-Linked Immunosorbent Assay |
| EMG | Electromyogram |
| EMI | Electromagnetic Interference |
| FACS | Facial Action Coding System |
| FFT | Fast Fourier Transform |
| fMRI | Functional Magnetic Resonance Imaging |
| fNIRS | Functional Near-Infrared Spectroscopy |
| gLASSO | Sparse Graphical Model |
| GP | Gaussian Process |
| HbO | Oxygenated Hemoglobin |
| HbR | Deoxygenated Hemoglobin |
| HF | High-Frequency |
| HOG | Histogram of Oriented Gradients |
| HRV | Heart Rate Variability |
| Iot | Internet of Things |
| k-NN | k-Nearest Neighbors |
| LBP | Local Binary Patterns |
| LF | Low-Frequency |
| MLP | Multilayer Perceptron |
| MLR | Multinomial Logistic Regression |
| MN | Mixed Networks |
| MORE | Mindfulness-Oriented Recovery Enhancement |
| MPQ | Mcgill Pain Questionnaire |
| MRI | Magnetic Resonance Imaging |
| MVPA | Multivariate Pattern Analyses |
| PCA | Principal Component Analysis |
| PPI | Present Pain Intensity |
| PRI | Pain Rating Index |
| PSD | Power Espectral Density |
| PPG | Photoplethysmograph |
| RBM | Restricted Boltzmann Machine |
| RF | Random Forest |
| RM | Regression Models |
| RNN | Recurrent Neural Networks |
| ROI | Regions of Interest |
| RVM | Relevance Vector Machine |
| Semg | Surface Electromyogram |
| SFS | Sequential Forward Selection |
| SIFT | Scale-Invariant Feature Transform |
| SURF | Speeded Up Robust Features |
| SVM | Support Vector Machine |
| UFS | Univariate Feature Selection |
| VAS | Visual Analog Scale |
| VLF | Very-Low-Frequency |
| VR | Virtual Reality |
| WT | Wavelet Transform |