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. 2021 Sep 19;11(9):934. doi: 10.3390/jpm11090934
APACHE Acute physiology and chronic health evaluation
AUC Area under the receiver operating characteristic curve
BUN Blood urea nitrogen
Diastolic BP Diastolic blood pressure
MLP Multilayer perceptron
GRU Gated recurrent unit
HCO3 Bicarbonate
FRNN Fully-connected recurrent neural network
ICU Intensive care unit
LSTM Long short-term memory
Mean AP Mean arterial pressure
MEWS Modified early warning score
MIMIC Multiparameter intelligence monitoring in intensive care
NEWS National early warning score
PTT Partial thromboplastin time
ROC Receiver operating characteristic curve
RNN Recurrent neural network
SAPS Simplified acute physiology score
SD Standard deviation
SHAP SHapley Additive exPlanation
Systolic BP Systolic blood pressure
SpO2 Peripheral oxygen saturation
WBC White blood cells