Survival group | Mortality group | |||||||
---|---|---|---|---|---|---|---|---|
SNUH | MIMIC | eICU | Amsterdam | SNUH | MIMIC | eICU | Amsterdam | |
Number of admissions (%) | 80,066 (99%) | 42,501 (97%) | 165,269 (98%) | 13,279 (97%) | 1,125 (1%) | 1,524 (2%) | 3,544 (2%) | 354 (3%) |
Number of samples (%) | 9,026,225 (95%) | 5,943,127 (99%) | 15,847,502 (99%) | 904,443 (98%) | 113,799 (1%) | 62,095 (1%) | 149,646 (1%) | 16,329 (2%) |
Gender (female) | 31,033 (39%) | 17,894 (42%) | 74,602 (45%) | 4,442 (33%) | 441 (39%) | 662 (43%) | 1,548 (44%) | 121 (34%) |
Age (year) | 61.8 ± 14.6 | 62.1 ± 17.0 | 61.5 ± 16.9 | 59.4 ± 15.57 | 61.6 ± 15.7 | 67.1 ± 16.3 | 65.6 ± 16.2 | 63.34 ± 13.92 |
9 vital signs | ||||||||
Respiratory rate (/min) | 19.7 ± 6.4 | 19.9 ± 6.0 | 19.7 ± 5.9 | 18.09 ± 6.41 | 22.6 ± 7.8 | 22.2 ± 6.9 | 21.9 ± 6.71 | 22.58 ± 6.94 |
Heart rate (/min) | 86.4 ± 19.8 | 86.1 ± 17.6 | 85.8 ± 18.4 | 81.82 ± 17.07 | 96.5 ± 24.5 | 91.5 ± 19.3 | 93.3 ± 21.1 | 92.15 ± 22.77 |
SBP (mmHg) | 125.6 ± 24.7 | 123.5 ± 23.2 | 123.6 ± 23.5 | 126.89 ± 25.06 | 114.1 ± 27.5 | 113.3 ± 23.9 | 113.1 ± 25.1 | 116.64 ± 30.85 |
DBP (mmHg) | 70.6 ± 13.7 | 61.6 ± 14.35 | 64.9 ± 14.9 | 62.91 ± 12.83 | 66.0 ± 16.1 | 57.3 ± 13.8 | 59.2 ± 15.0 | 60.64 ± 14.74 |
Body temperature (℃) | 36.8 ± 0.7 | 37.1 ± 0.8 | 37.0 ± 0.7 | 36.71 ± 0.86 | 36.4 ± 1.1 | 36.9 ± 1.0 | 36.7 ± 1.3 | 36.09 ± 1.63 |
SpO2 (%) | 98.2 ± 2.5 | 97.24 ± 2.7 | 96.8 ± 2.9 | 96.93 ± 2.88 | 95.9 ± 5.8 | 97.0 ± 3.9 | 96.2 ± 4.37 | 95.88 ± 4.21 |
GCS—eye | 3.2 ± 1.1 | 3.51 ± 0.9 | 3.6 ± 0.8 | 3.41 ± 0.93 | 2.3 ± 1.3 | 2.8 ± 1.2 | 2.6 ± 1.3 | 1.65 ± 1.14 |
GCS—verbal | 4.5 ± 1.0 | 4.58 ± 1.0 | 3.8 ± 1.7 | 4.48 ± 1.14 | 3.8 ± 1.4 | 3.7 ± 1.6 | 2.1 ± 1.6 | 2.17 ± 1.59 |
GCS—motor | 5.2 ± 1.6 | 5.46 ± 1.2 | 5.7 ± 1.0 | 5.51 ± 1.23 | 3.6 ± 2.2 | 4.0 ± 2.0 | 4.0 ± 2.1 | 3.06 ± 2.22 |
16 laboratory results | ||||||||
ALT (Units/L) | 83.7 ± 220.0 | 187.0 ± 505.2 | 118.8 ± 377.6 | 99.05 ± 279.46 | 206.1 ± 488.4 | 313.5 ± 703.9 | 322.51 ± 718.2 | 239.26 ± 432.86 |
AST (Units/L) | 90.5 ± 270.9 | 236.6 ± 759.6 | 159.0 ± 583.6 | 136.07 ± 435.77 | 271.9 ± 720.8 | 558.8 ± 1371.5 | 506.9 ± 1234.2 | 329.59 ± 439.05 |
Albumin (g/dL) | 3.0 ± 0.5 | 2.9 ± 0.7 | 2.7 ± 0.7 | 2.4 ± 0.57 | 2.8 ± 0.5 | 2.7 ± 0.7 | 2.5 ± 0.7 | 2.21 ± 0.64 |
BUN (mg/dL) | 25.3 ± 18.8 | 28.8 ± 22.6 | 27.2 ± 21.3 | 24.07 ± 18.28 | 36.2 ± 23.6 | 42.0 ± 27.2 | 39.6 ± 26.2 | 31.41 ± 21.99 |
Bilirubin (mg/dL) | 2.0 ± 3.3 | 3.0 ± 5.3 | 1.5 ± 3.1 | 0.84 ± 1.36 | 6.1 ± 8.4 | 7.1 ± 9.9 | 3.6 ± 6.4 | 1.8 ± 3.36 |
CRP (mg/dL) | 7.9 ± 7.6 | 9.9 ± 8.4 | 20.1 ± 40.0 | 8.54 ± 9.22 | 11.7 ± 8.5 | 12.4 ± 7.7 | 21.1 ± 44.5 | 10.97 ± 9.22 |
Chloride (mmol/L) | 104.8 ± 6.4 | 104.9 ± 6.2 | 105.0 ± 7.2 | 107.77 ± 5.06 | 103.4 ± 8.2 | 104.5 ± 7.8 | 105.7 ± 7.9 | 106.5 ± 6.28 |
Creatinine (mg/dL) | 1.3 ± 1.36 | 1.46 ± 1.49 | 1.48 ± 1.5 | 1.17 ± 1.16 | 1.59 ± 1.17 | 2.0 ± 1.6 | 2.0 ± 1.5 | 1.79 ± 1.15 |
Glucose (mg/dL) | 161.6 ± 62.2 | 133.0 ± 46.8 | 147.4 ± 58.8 | 146.42 ± 42.21 | 164.1 ± 74.0 | 142.8 ± 64.5 | 152.6 ± 65.1 | 159.66 ± 71.51 |
Hemoglobin (g/dL) | 10.5 ± 1.9 | 10.2 ± 1.7 | 10.3 ± 2.2 | 10.87 ± 1.76 | 9.7 ± 1.9 | 9.9 ± 1.8 | 10.1 ± 2.3 | 10.51 ± 1.92 |
Prothrombin time (INR) | 1.3 ± 0.4 | 1.5 ± 0.7 | 1.6 ± 0.8 | 1.39 ± 0.4 | 1.7 ± 0.8 | 1.9 ± 1.0 | 1.9 ± 1.1 | 1.89 ± 0.96 |
Platelets (103/µL) | 167.1 ± 103.3 | 224.1 ± 138.0 | 203.5 ± 110.0 | 194.83 ± 111.73 | 105.7 ± 83.6 | 163.6 ± 131.8 | 150.3 ± 101.6 | 145.58 ± 129.52 |
Potassium (mmol/L) | 4.0 ± 0.6 | 4.1 ± 0.62 | 4.0 ± 0.6 | 4.15 ± 0.47 | 4.1 ± 0.8 | 4.3 ± 0.8 | 4.3 ± 0.9 | 4.39 ± 0.82 |
Sodium (mmol/L) | 138.0 ± 5.7 | 138.8 ± 5.1 | 139.0 ± 5.9 | 139.33 ± 4.43 | 139.0 ± 8.0 | 138.8 ± 6.7 | 140.8 ± 7.3 | 140.77 ± 6.19 |
WBC (103/µL) | 11.2 ± 5.9 | 11.7 ± 6.3 | 11.8 ± 6.4 | 13.26 ± 5.45 | 11.8 ± 8.6 | 13.83 ± 8.7 | 15.2 ± 10.2 | 14.49 ± 8.94 |
aPTT (sec) | 39.4 ± 18.1 | 42.5 ± 23.9 | 45.6 ± 26.3 | 44.04 ± 18.43 | 52.74 ± 24.47 | 52.46 ± 29.5 | 51.9 ± 28.4 | 78.06 ± 62.36 |