| AI | Artificial Intelligence |
| AUs | Action Units |
| AVEC2016 | Audio Visual Emotion Challenge |
| AViD-C | AViD-Corpus |
| BDC-WB | Bipolar Disorder Corpus and Well-Being |
| BiLSTM | Bidirectional Long Short-Term Memory |
| CNN | Convolutional Neural Network |
| DAIC-WOZ | Distress Analysis Interview Corpus Wizard-of-Oz |
| DSM 5 | The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition |
| DT | Decision Tree |
| ECG | Electrocardiogram |
| EEG | Electroencephalography |
| fMRI | Functional Magnetic Resonance Imaging |
| ICD 10 | The International Classification of Diseases Tenth Edition |
| LSTM | Long Short-Term Memory |
| MAE | Mean Absolute Error |
| ML | Machine Learning |
| MSE | Mean Square Error |
| MV-R | Multivariate Regression |
| NN | Neural Network |
| PHQ-8 | The Eight-Item Patient Health Questionnaire Depression Scale |
| PRISMA-ScR | (Preferred Reporting Items for Systematic Reviews and Meta-Analyses—Extension for Scoping Reviews) |
| QoL | Quality of Life |
| RF | Random Forest |
| RMSE | Root Mean Square Error |
| SVM | Support Vector Machines |
| TPR/TNR | True Positive Ratio/True Negative Ratio |
| WOS | Web of Science |