Variable	Description	Missing percentage
Age	Age of the patient	0.034
Albumin	Albumin in blood	0.823
ALT	Alanine aminotransferase in blood	0.803
Arterial Base Excess	Excess in the amount of base present in arterial blood	0.385
Arterial CO2	Arterial carbon dioxide	0.349
Arterial PaCO2	Arterial carbon dioxide tension	0.350
Arterial PaO2	Arterial oxygen tension	0.351
Arterial pH	The pH level in arterial blood	0.336
AST	Aspartate aminotransferase in blood	0.794
AST/ALT	Aspartate aminotransferase / alanine aminotransferase	0.806
BUN	Blood urea nitrogen	0.125
BUN/Creatinine	Blood urea nitrogen / Creatinine	0.126
Ca	Calcium level	0.351
Cardiac Index	Relates the cardiac output from left ventricle in one minute to body surface area	0.027
Central Venous Pressure	Blood pressure in the thoracic vena cava	0.022
Cl	Chloride level	0.405
Creatinine	Level of creatinine in blood	0.124
Heart Rate	Heart Rate per minute	0.023
Delivered Tidal Volume	Air volume of lung without extra effort	0.513
Diastolic Blood Pressure	Minimum blood pressure during heartbeat	0.026
Direct Bilirubin	Level of bilirubin conjugated with glucuronic acid	0.972
GFR	Estimated glomerular filtration rate	0.124
FiO2Set	Fraction of inspired oxygen set on ventilator	0.422
GCS	Glasgow coma scale	0.044
Glucose	Glucose level	0.081
Hematocrit	Hematocrit level	0.077
Hemoglobin	Hemoglobin level	0.139
INR	Prothrombin time international normalized ratio	0
Ion Calcium	Ion Calcium level	0.538
K	Potassium level	0.347
Lactate	Lactate level	0.766
MAP	Mean arterial pressure	0.028
Mg	Magnesium level	0.173
Minute Ventilation	Volume of gas exchanged from lung per minute	0.526
Na	Sodium level	0.360
PaO2/FiO2	Partial pressure arterial oxygen / Fraction of inspired oxygen	0.087
PEEPSet	Positive end-expiratory pressure set on ventilator	0.430
PIP	Peak inspiratory pressure	0.525
Plateau Pressure	Pressure applied (in positive pressure ventilation) to the small airways and alveoli	0.557
Platelets	Platelets count	0.111
Prothrombin Time	Time for plasma to clot	0.354
PTT	Partial Thromboplastin Time	0.350
RAW	Airway Resistance	0.557
RBC	Red blood count	0.150
Respiratory Rate (RESP)	Respiratory rate per minute	0.049
RSBI	Rapid shallow breathing index	0.526
RSBI Rate	Rapid shallow breathing index rate change	0.523
SaO2	Saturation of arterial oxygen	0.035
Systolic Blood Pressure	Maximum blood pressure during heartbeat	0.025
Temperature	Body temperature	0.033
Total Bilirubin	Level of bilirubin	0.794
Protein	Total protein in blood plasma	0.990
Urine/Hour/Weight	Urine per hour per kg body weight	0.065
WBC	White blood count	0.148
Antiarrhythmic	Antiarrhythmic agents	0
Anticoagulant	Blood thinner	0
Antiplatelet	A class of drugs that decrease platelet aggregation and inhibit thrombus formation	0
Benzodiazepine	Used for sedation, inducing sleep, and muscle relaxation.	0
Beta Blocking	Beta blockers, used to slow the heart rate and lower blood pressure, by blocking adrenaline	0
Calcium Channel Blocking	Used to decrease blood pressure for hypertensive patients, also have the secondary effect of slowing heart rate in addition to relaxing blood vessels.	0
Diuretic	Used to increase the production of urine	0
Hemostatic	Drug that promotes hemostasis and stops bleeding	0
Inotropic	Drug that alters the muscular contraction force	0
Insulin	A hormone that helps manage blood sugar level	0
Nondepolarizing	Neuromuscular nondepolarizing agent, used as muscle relaxant	0
Sedatives	Sedative drugs	0
Somatostatin Preparation	Somatostatin inhibits insulin and glucagon secretion.	0
Sympathomimetic	Drugs that mimic the effects of neurotransmitters of the sympathetic nervous system	0
Thrombolytic	Used to dissolve dangerous clots in blood vessels	0
Vasodilating	Used to dilate blood vessels	0
AIDS	acquired immunodeficiency syndrome	0
HemMalig	Hematologic Malignancies	0
MetCarcinoma	Metastatic Carcinoma	0
Medtype	Clustered medication administration patterns	0
Location	ICU types	0