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. 2021 Jul 15;21(14):4838. doi: 10.3390/s21144838
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