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Table 3 Breakdown of the dataset according to disease of interest and ICD-10 code and based on underlying and alternative cause of death numbers

From: Automatic classification of diseases from free-text death certificates for real-time surveillance

Disease/ICD-10

#Underlying COD

#Alternative COD

#Total

Diabetes

7144

22647

29791

E10

830

1933

2763

E11

2449

10307

12756

E13

2

19

21

E14

3862

10387

14249

O24 ×

1

1

2

Influenza

148

44

192

J09 ×

0

0

0

J10 ×

10

3

13

J11

138

41

179

Pneumonia

7259

36688

43947

J12

33

38

71

J13

59

39

98

J14 ×

5

11

16

J15

241

405

646

J16 ×

3

6

9

J17 ×

0

0

0

J18

6918

36189

43107

HIV

371

406

777

B20

139

17

156

B21

59

6

65

B22

80

9

89

B23

54

21

75

B24

39

398

437

  1. The diseases of interest are comprised of the sum of the individual ICD-10 codes they represent. Individual classifiers were not built for ICD-10 classes marked with a ‘ ×’ due to insufficient number of cases for these classes