From: Using machine learning methods to predict in-hospital mortality of sepsis patients in the ICU
Items | Statistics | ||
---|---|---|---|
All | Survivors | Decedents | |
Total number | 16,688 | 13,739 | 2949 |
Age (year) | 65.61 ± 15.01 | 65.00 ± 15.11 | 68.46 ± 14.19 |
Gender | |||
 Male | 9087 (54.5%) | 7434 (54.1%) | 1653 (56.05%) |
 Female | 7601 (45.5%) | 6305 (45.9%) | 1296 (43.95%) |
SOFA score, 1st day of ICU admission | 5.57 ± 3.06 | 5.10 ± 2.67 | 7.77 ± 3.72 |
SAPS II score, 1st day of ICU admission | 40.87 ± 13.51 | 38.55 ± 12.18 | 51.68 ± 14.13 |
Hospital length of stay (day) | 14.42 ± 14.77 | 14.55 ± 14.26 | 13.82 ± 16.96 |
ICU length of stay (day) | 6.41 ± 8.52 | 6.07 ± 8.30 | 7.99 ± 9.34 |
Number of deaths | 2949 (17.7%) | NA | NA |