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Table 3 Top 5 most common ICD-10 diagnoses among the clusters

From: Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning

 

0

1

2

3

4

1st diag

Atrial Septal defect

Acute renal failure unspecified

Agranulocytosis

Pulmonary collapse

Gastroesophageal reflux disease without oesophagitis

1st diag %

21.9

30.1

51.7

33.1

19.0

2nd diag

Pulmonary collapse

Pleural effusion, not elsewhere classified

Thrombocytopenia

Atrial septal defect

Pulmonary collapse

2nd diag %

17.6

27.5

51.0

28.2

18.5

3rd diag

Acidosis

Acidosis

Hypokalaemia

Gastroesophageal reflux disease without oesophagitis

Constipation

3rd diag %

15.5

26.1

36.7

26.2

17.5

4th diag

Hypotension, unspecified

Fluid overload

Secondary hypertension, unspecified

Lobar pneumonia unspecified

Other surgical procedures

4th diag %

15.2

25.4

36.1

19.6

14.8

5th diag

Other complications following infusion, transfusion and therapeutic injection

Hypotension, unspecified

Fluid overload

Other specified diseases of upper respiratory tract

Pleural effusion, not elsewhere classified

5th diag %

12.6

23.9

33.3

19.6

14.8

  1. The percentage denotes the percentage of patients in clusters with a given diagnosis