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 |