Research Article

Mortality Prediction Using SaO2/FiO2 Ratio Based on eICU Database Analysis

Table 1

Summary statistics of demographics and features.

OverallAliveExpiredP value

n33701293634338
Age, mean (SD)63.2 (15.5)62.8 (15.5)65.9 (14.9)<0.001
Vent, n (%) NM5873 (17.4)5477 (18.7)396 (9.1)<0.001
Vent, n (%) M27828 (82.6)23886 (81.3)3942 (90.9)
PaO2, mean (SD)130.3 (85.2)130.1 (83.7)131.1 (94.5)0.526
FiO2, mean (SD)59.3 (26.3)57.1 (25.5)74.4 (26.3)<0.001
SaO2, mean (SD)95.4 (7.4)96.0 (5.8)91.6 (13.4)<0.001
Gender, n (%) m18991 (56.4)16534 (56.3)2457 (56.6)0.695
Gender, n (%) f14710 (43.6)12829 (43.7)1881 (43.4)
APACHE, mean (SD)74.4 (29.7)69.6 (26.1)107.0 (32.0)<0.001
P/F, mean (SD)239.3 (124.3)246.1 (122.3)193.8 (128.4)<0.001
S/F, mean (SD)197.3 (91.5)204.1 (91.8)150.6 (73.7)<0.001

n: total number of individuals; SD: standard deviation; NM: nonmechanically ventilated patients; M: mechanically ventilated patients; PaO2: partial pressure of oxygen; FiO2: fraction of inspired oxygen; SaO2: oxygen saturation; m: male; f: female; APACHE: Acute Physiology and Chronic Health Evaluation score; P/F: PaO2 and FiO2 ratio; S/F: SaO2 and FiO2 ratio.