Table 1 Dataset sample.

From: Predictive analysis of pediatric gastroenteritis risk factors and seasonal variations using VGG Dense HybridNetClassifier a novel deep learning approach

Patient ID

Age (months)

Gender

Hemoglobin (g/dL)

Platelet count (× 103/µL)

Urine culture bacteria

Calcium (mg/dL)

Potassium (mmol/L)

WBC Count (× 103/µL)

Fever

Diarrhea

Vomiting

Outcome

1

12

Male

12.5

250

None

9.5

4

8.5

1

1

0

Recovered

2

18

Female

11.8

230

None

9

4.2

10

1

1

1

Not Recovered

3

24

Male

10.5

200

None

8.8

4.5

12

0

1

1

Recovered

4

30

Female

12

240

None

9.2

3.8

7

1

0

0

Recovered

5

36

Male

11.5

220

E. coli

9.1

4.1

9

1

1

0

Not Recovered

6

42

Female

10.8

210

None

8.9

4.3

11

0

1

1

Recovered

7

48

Male

12.3

260

None

9.4

4

8

1

0

0

Recovered

8

54

Female

11.2

235

E. coli

9

4.2

9.5

1

1

1

Not Recovered

9

60

Male

10.6

205

None

8.7

4.4

10.5

0

1

1

Recovered

10

66

Female

12.1

245

None

9.3

3.9

7.5

1

0

0

Recovered

11

12

Male

11.7

225

None

9.1

4.1

9

1

1

1

Not Recovered

12

18

Female

10.9

215

None

8.9

4.3

10.8

0

1

1

Recovered

13

24

Male

12.4

255

None

9.5

4

8

1

0

0

Recovered

14

30

Female

11.6

220

E. coli

9

4.2

9.2

1

1

1

Not Recovered

15

36

Male

10.7

210

None

8.8

4.5

11.5

0

1

1

Recovered

16

42

Female

12

240

None

9.2

3.8

7

1

0

0

Recovered

17

48

Male

11.3

230

E. coli

9

4.1

9

1

1

1

Not Recovered

18

54

Female

10.8

200

None

8.9

4.3

11

0

1

1

Recovered

19

60

Male

12.5

250

None

9.5

4

8.5

1

0

0

Recovered

20

66

Female

11.9

235

None

9.1

4.2

9.5

1

1

1

Not Recovered