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Table 4 The most important multi-variate features used by the transformation framework for three of the datasets (from left, E27.3, L27.1 and G62.0)

From: A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records

 

Adrenocortical insufficiency

Localized skin eruption

Polyneuropathy

 

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1

Dehydroepiandro-sterone sulfate

Lymphocytes

Erythrocytes

MCHC

Erythrocytes

MCHC

2

Potassium ion

Cortisol

MCHC

Erythrocytes

MCHC

Erythrocytes

3

Neutrophilocytes

Hemoglobin

Calcium

Calcium

MCH

MCH

4

Lymphocytes

Sedimentation reaction

Bilirubins

Creatininium

Bilirubins

Calcium

5

Sodium ion

Erythrocytes

Creatininium

Carbamide

Calcium

Creatininium