Table 2 Numerical treatment and county-level Input features of hemodialysis patient with and without SARS-CoV-2 infection.
From: Predicting SARS-CoV-2 infection among hemodialysis patients using deep neural network methods
Variable [abbreviation] | Unaffected patients | COVID-19 positive patients |
|---|---|---|
Mean ± SD | Mean ± SD | |
County-level local information | ||
 Population number [pop_num] | 1.09 × 106 ± 1.78 × 106 | 1.14 × 106 ± 1.87 × 106 |
 Population density [pop_density] | 1241 ± 2630 | 1303 ± 2987 |
 PCT-Poverty | 13.63 ± 5.14 | 14 ± 5.17 |
 Daily infected COVID cases [covid_new_cases] | 503 ± 2468 | 1065 ± 3987 |
 Daily COVID decease [covid_death] | 1934 ± 4338 | 1590 ± 3838 |
Treatment information | ||
 Target weight (kg) | 3.29 ± 19.73 | 3.33 ± 21.34 |
 Average QB (mL/min) | 405.57 ± 56.82 | 408.60 ± 56.62 |
 Average QD (mL/min) | 716.54 ± 100.30 | 714.96 ± 101.28 |
 Pre-HD Weight (kg) | 85.55 ± 24.09 | 86.82 ± 24.87 |
 Post-HD Weight (kg) | 83.33 ± 23.61 | 84.66 ± 24.39 |
 IDWG (kg) | 2.24 ± 1.41 | 2.20 ± 1.5 |
 Pre-HD sitting SBP (mm Hg) | 148.24 ± 25.82 | 147.98 ± 26.63 |
 Post-HD sitting SBP (mm Hg) | 139.07 ± 23.9 | 141.23 ± 24.74 |
 Pre-HD sitting DBP (mm Hg) | 77.27 ± 15.6 | 76.70 ± 15.95 |
 Post-HD sitting DBP (mm Hg) | 73.65 ± 14.1 | 74.03 ± 14.47 |
 Pre-HD body temperature (\(^{\circ }{\textrm{F}}\)) [pre_temp] | 97.38 ± 0.76 | 97.46 ± 0.84 |
 Post-HD body temperature (\(^{\circ }{\textrm{F}}\)) [post_temp] | 97.45 ± 0.69 | 97.53 ± 0.79 |
 Pre-HD pulse (BPM) | 78.88 ± 13.14 | 79.59 ± 13.41 |
 Post-HD pulse (BPM) | 76.03 ± 12.616 | 77.25 ± 13.1 |
 Pre-HD respiratory (mm Hg) [pre_resp] | 17.62 ± 1.49 | 17.62 ± 1.49 |
 Post-HD respiratory (mm Hg) [post_resp] | 17.54 ± 1.47 | 17.55 ± 1.47 |
 Min-HD sitting SBP (mm Hg) | 117.87 ± 23 | 119.02 ± 24.2 |
 Max-HD sitting SBP (mm Hg) | 155.43 ± 24.96 | 157.89 ± 25.75 |
 Min-HD sitting DBP (mm Hg) | 62.74 ± 13 | 62.87 ± 13.44 |
 Max-HD sitting DBP (mm Hg) | 84.46 ± 16.72 | 85.31 ± 17.31 |
 Min-HD pulse (BPM) | 65.83 ± 11.48 | 66.81 ± 11.90 |
 Max-HD pulse (BPM) | 80.36 ± 13.96 | 81.85 ± 14.73 |
 KTV | 1.64 ± 0.35 | 1.64 ± 0.36 |
