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. 2022 May 2;22(9):3468. doi: 10.3390/s22093468
AC Active
ACC Accuracy
ACT Activity Level
AE Autoencoder
AG Agitated
ANS Autonomic Nervous System
AP Apathetic
ARIMA Auto-Regressive Integrated Moving Average
AUC Area Ander the Curve
BLSTM Bidirectional Long Short-Term Memory
BLSTM-AE Bidirectional Long Short-Term Memory Autoencoder
BP Blood Pressure
BSC Behavioral State Change
BT Body Temperature
CATCH22 Canonical Time-Series Characteristics 22
CDSS Clinical Decision Support System
DCC Dilated Causal Convolution
DNN Deep Neural Network
DS1 Dataset 1
DS2 Dataset 2
ECG Electrocardiogram
EMG Electromyogram
FN False Negative
FP False Positive
GSR Galvanic Skin Response
HR Heart Rate
HRV Heart Rate Variability
LSTM Long Short-Term Memory
MLP Multi-Layer Perception
MMSE Mini-Mental Statement Examination
MS-Lab Multi Sensorial Stimulation Lab
OCSVM One-Class Support Vector Machine
PCA Principal Component Analysis
PNS Parasympathetic Nervous System
RA Respiration Amplitude
RE Relaxed
ReLU Rectified Linear Unit
RNN Recurrent Neural Network
ROC Receiver Operating Characteristic
RR Respiration Rate
SBL Sparse Bayesian Learning
SNS Sympathetic Nervous System
SVD Single Value Decomposition
TA Triaxial Acceleration
TCN Temporal Convolutional Network
TN True Negative
TP True Positive
WD Window