ABE	Actual Base Excess
ALB	Albumin
ALP	Alkaline Phosphatase
ALT	Alanine Transaminase
APACHE	Acute Physiology And Chronic Health Evaluation
aPTT	Activated Partial Thromboplastin Time
AST	Aspartate Transaminase
AUPRC	Area Under The Precision Recall Curve
AUROC	Area Under The Receiver Operating Characteristic Curve
BUN	Blood Urea Nitrogen
CA	Calcium
cCa2+	Calcium Concentration
cCl−	Chloride Concentration
cHCO3−	Bicarbonate Concentration
cK+	Potassium Concentration
CKD	Chronic Kidney Disease
Cl−	Chloride
cLac	Lactate Concentration
cNa+	Sodium Concentration
CO${}_2$	Carbon Dioxide
CREAT	Creatinine
ctCO2	Total Concentration Of Carbon Dioxide
DBP	Diastolic Blood Pressure
EHR	Electronic Health Record
EWS	Early Warning Score
GB	Gradient Boosting
GLOB	Globulin
ICU	Intensive Dare Unit
K+	Potassium
KNN	K Nearest Neighbours
LSTM	Long Short-Term Memory
MCH	Mean Corpuscular Hemoglobin
MCHC	Mean Corpuscular Hemoglobin Concentration
MCV	Mean Corpuscular Volume
MEWS	Modified Early Warning Score
MICU	Medical Intensive Care Unit
Mono	Monocyte
Na+	Sodium
NEWS	National Early Warning Score
pCO2	Partial Pressure Of Carbon Dioxide
PHOS	Phosphate
PLT	Platelet
pO2	Partial Pressure Of Oxygen
PR	Pulse Rate
PT	Prothrombin Time
RBC	Red Blood Cell
RF	Random Forest
ROC	Receiver Operating Characteristic
RR	Respiratory Rate
SAPS	Simplified Acute Physiology Score
SBE	Standard Base Excess
SBP	Systolic Blood Pressure
SHAP	Shapley Additive Explanations
SIRS	Systemic Inflammatory Response Syndrome
sO2	Oxygen Saturation
SpO2	Oxygen Saturation
SQL	Structured Query Language
SVM	Support Vector Machine
TCO2	Total Carbon Dioxide
TP	Total Protein