Table 1 Baseline characteristics of the individuals considered in this study.
From: Machine learning-based prediction of respiratory depression during sedation for liposuction
| Â | Training and validation (13,271, 91.15%) | Test (1289, 8.85%) |
|---|---|---|
Age (years), mean (SD) | 35.03 (10.05) | 35.10 (10.37) |
Females, n (%) | 13,161 (99.17) | 1273 (98.76) |
BMI, mean (SD) | 24.70 (3.62) | 24.58 (3.57) |
BMI < 18.5, n (%) | 91 (0.69) | 10 (0.78) |
18.5 < = BMI < 25, n (%) | 7710 (58.10) | 747 (57.95) |
25 < = BMI < 30, n (%) | 4132 (31.14) | 417 (32.35) |
BMI > 30, n (%) | 1338 (10.08) | 115 (8.92) |
Respiratory depression event, n (%) | 637 (4.80) | 62 (4.81) |
