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 |
HCO
|
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 |
SpO
|
Peripheral oxygen saturation |
WBC |
White blood cells |