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Table 1 Demographic and clinical characteristics based on the success rates of the spinal insertion

From: Machine learning approach to needle insertion site identification for spinal anesthesia in obese patients

Variables

Success at

P – value

First attempt (n = 38)

Not at first attempt (n = 10)

Race, n (%)

  

0.1630

 Chinese

15 (39.5)

1 (10.0)

 Malay

11 (28.9)

6 (60.0)

 Indian

8 (21.1)

3 (30.0)

 Others

4 (10.5)

0 (0.0)

Age (years), mean ± SD

32.3 ± 4.9

32.0 ± 4.6

0.9493

Weight (kg), mean ± SD

88.5 ± 15.3

88.1 ± 9.1

0.7128

BMI (kg/m2), mean ± SD

35.0 ± 4.8

34.9 ± 3.4

0.6476

Level of scan operator Consultant, n (%)

38/38 (100)

10/10 (100)

Skin to posterior complex depth (mm), mean (SD)

43.7 ± 4.7

45.2 ± 3.6

0.1922

Use of ‘Obese’ Mode, n (%)

7/38 (18.4)

3/10 (30.0)

0.4143

Midline scanning duration (secs), median [IQR]

21.0 [16.0, 29.0]

25.0 [18.0, 37.0]

0.4847

Transverse scanning duration (secs), median [IQR]

11.0 [5.0, 21.0]

9.0 [5.0, 22.0]

0.8758

  1. P values are based on fisher’s exact test for categorical variable and two sample t-test or Mann-Whitney U - test for continuous variables