Factor | Lung static compliance | Lung resistance | Oxygenation index | Ventilation equilibrium | ||||
---|---|---|---|---|---|---|---|---|
Standardized coefficients (r) | P (Value) | Standardized coefficients (r) | P (Value) | Standardized coefficients (r) | P (Value) | Standardized coefficients (r) | P (Value) | |
Daily SOFA score | -0.170 | < 0.001 | 0.370 | < 0.001 | 0.377 | < 0.001 | -0.060 | 0.19 |
CRP (mg/dl) | -0.081 | 0.13 | -0.027 | 0.73 | 0.297 | < 0.001 | -0.050 | 0.35 |
PCT (ng/ml) | -0.056 | 0.27 | 0.023 | 0.76 | 0.101 | 0.042 | 0.019 | 0.71 |
Day in ICU | 0.117 | 0.011 | 0.319 | < 0.001 | -0.023 | 0.60 | 0.223 | < 0.001 |
Auscultatory sound: normal (%) | -0.002 | 0.97 | -0.110 | 0.11 | -0.037 | 0.40 | -0.016 | 0.73 |
Auscultatory sound: wheezing (%) | -0.074 | 0.11 | 0.178 | 0.009 | 0.081 | 0.06 | -0.059 | 0.20 |
Auscultatory sound: rhonchi (%) | 0.137 | 0.003 | -0.083 | 0.22 | -0.111 | 0.011 | 0.107 | 0.020 |
Auscultatory sound: velcro (%) | 0.040 | 0.39 | 0.118 | 0.08 | 0.080 | 0.07 | -0.019 | 0.67 |
Auscultatory sound: crackles (%) | -0.017 | 0.71 | 0.017 | 0.80 | 0.030 | 0.49 | 0.009 | 0.85 |
Auscultatory sound: squawks (%) | -0.125 | 0.006 | 0.337 | < 0.001 | 0.233 | < 0.001 | -0.036 | 0.44 |
Auscultatory sound: tubular (%) | -0.060 | 0.19 | -0.066 | 0.34 | 0.094 | 0.032 | 0.019 | 0.67 |
Auscultatory sound: diminished (%) | 0.054 | 0.24 | -0.198 | 0.004 | -0.211 | < 0.001 | -0.014 | 0.76 |
Auscultatory sound: absence (%) | 0.108 | 0.018 | -0.198 | 0.003 | -0.143 | 0.001 | -0.014 | 0.76 |
minimum crackle entropy | -0.034 | 0.47 | 0.079 | 0.25 | 0.018 | 0.68 | 0.073 | 0.11 |
minimum crackle harmonic ratio | -0.072 | 0.12 | 0.164 | 0.016 | 0.092 | 0.036 | 0.006 | 0.89 |
minimum spectral entropy | 0.000 | 0.99 | 0.065 | 0.35 | 0.074 | 0.09 | 0.016 | 0.73 |
minimum spectral brightness 800 ratio | 0.034 | 0.46 | -0.274 | < 0.001 | -0.104 | 0.017 | 0.043 | 0.35 |
median crackle duration (s) | 0.065 | 0.16 | 0.061 | 0.37 | 0.026 | 0.56 | 0.124 | 0.007 |
median crackle zero-crossing rate | -0.018 | 0.70 | -0.103 | 0.13 | -0.049 | 0.27 | -0.036 | 0.44 |
median crackle entropy | -0.107 | 0.021 | 0.055 | 0.42 | 0.079 | 0.07 | -0.008 | 0.86 |
median crackle harmonic ratio | 0.009 | 0.85 | 0.047 | 0.50 | -0.016 | 0.72 | -0.020 | 0.66 |
median squawk zero-crossing rate | -0.026 | 0.57 | -0.019 | 0.78 | -0.027 | 0.55 | -0.017 | 0.71 |
median spectral entropy | -0.078 | 0.09 | 0.119 | 0.08 | 0.100 | 0.023 | 0.017 | 0.71 |
median spectral irregularity | 0.200 | < 0.001 | -0.238 | < 0.001 | -0.222 | < 0.001 | 0.126 | 0.006 |
maximum crackle centroid (Hz) | 0.095 | 0.039 | -0.161 | 0.018 | -0.201 | < 0.001 | 0.012 | 0.79 |
maximum crackle harmonic ratio | 0.166 | < 0.001 | -0.067 | 0.33 | -0.169 | < 0.001 | 0.015 | 0.75 |
mean crackle frequency range (Hz) | -0.019 | 0.68 | -0.171 | 0.012 | -0.062 | 0.16 | -0.046 | 0.32 |
mean crackle entropy | -0.092 | 0.046 | 0.018 | 0.80 | 0.057 | 0.19 | 0.038 | 0.41 |
mean crackle harmonic ratio | 0.046 | 0.31 | 0.035 | 0.61 | -0.054 | 0.22 | -0.004 | 0.92 |
standard deviation spectral entropy | -0.053 | 0.25 | -0.019 | 0.78 | -0.020 | 0.65 | -0.004 | 0.93 |