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Table 8 CoClust clustering results for MIMIC-III

From: An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

 

Clayton

Cluster 1

Hemoglobin

Hematocrit

Albumin

Coagulation

Cluster 2

Liver

Prothrombin Time

Int. Norm. Ratio

Part. Throm. Time

Cluster 3

Cardiovascular

Heart Rate

Glasgow Coma Scale

Cent. Nervous Sys

Cluster 4

Mean Arterial Pressure

Systolic Blood Pressure

Diastolic Blood Pressure

Mech. Respiration

Cluster 5

Bicarbonate

Sodium

Chloride

Platelet

Cluster 6

Respiration

PaO2/FiO2

SpO2

Age

Cluster 7

White Blood Cells

Glucose

Temperature

Epinephrine

 

Frank

Cluster 1

Hemoglobin

Hematocrit

Albumin

Coagulation

Cluster 2

Diastolic Blood Pressure

Systolic Blood Pressure

Mean Arterial Pressure

Mech. Respiration

Cluster 3

Potassium

Blood Urea Nitrogen

Creatinine

Renal

Cluster 4

Platelet

Sodium

Chloride

Bicarbonate

Cluster 5

Age

PaO2/FiO2

SpO2

Respiration

Cluster 6

Temperature

Glucose

White Blood Cells

Epinephrine

Cluster 7

Immature Neutr. Cells

Dopamine

Dobutamine

Norepinephrine