| PMDB | PainMonit Database |
| BVDB | BioVid Heat Pain Database |
| BVP | Blood Volume Pulse |
| ECG | Electrocardiogram |
| GSR | Galvanic Skin Response |
| sEMG | surface Electromyogram |
| EMG | Electromyogram |
| HR | Heart Rate |
| EDA | Electrodermal Activity |
| GSR | Galvanic Skin Response |
| SCL | Skin Conductance Level |
| SCR | Skin Conductance Respons |
| IBI | Inter-Beats-Interval |
| ACC | Accelerometer |
| RB | respiBAN Professional |
| E4 | Empatica E4 |
| RF | Random Forest |
| SVM | Support Vector Machine |
| HCF | Hand-Crafted Features |
| MLP | Multi-Layer Perceptron |
| NN | Neural Network |
| CNN | Convolutional Neural Network |
| AE | Autoencoder |
| CAE | Convolutional Autoencoder |
| LSTM | Long Short-Term Memory |
| RNN | Recurrent Neural Network |
| DDCAE | Deep Denoising Convolutional Autoencoder |
| ReLU | Rectified Linear Unit |
| ADAM | Adaptive Moment estimation |
| LOSO | Leave-one-subject-out |
| CV | Cross Validation |
| RMSE | Root Mean Square Error |
| MSE | Mean Squared Error |
| NRS | Numerical Rating Scale |
| VAS | Visual Analogue Scale |
| CoVAS | Computerised Visual Analogue Scale |
| IASP | International Association for the Study of Pain |
| STD | Standard Deviation |
| VAR | Variance |
| cvxEDA | convex EDA optimisation method |
| dPhEDA | derivative of phasic component of EDA |
| TVSymp | spectral features time-varying index of sympathetic activity |
| MTVSymp | modified spectral features time-varying index of sympathetic activity |