Skip to main content

Table 7 Ranking of average KL divergence values of top 40 features

From: Predicting COVID-19 disease progression and patient outcomes based on temporal deep learning

Ranking Feature Average KL Ranking Feature Average KL
1 Lymph 0.0421 21 Total Cholesterol 0.0041
2 LDH 0.0392 22 Interleukin 6 0.0032
3 hs-CRP 0.0376 23 I sIL-2R 0.0031
4 Indirect Bilirubin 0.0324 24 cTnI 0.0030
5 Creatinine 0.0302 25 RBCW-SD 0.0024
6 INR 0.0235 26 Uric Acid 0.0023
7 Serum Sodium 0.0232 27 Corrected Calcium 0.0022
8 eGFR 0.0225 28 Interleukin 8 0.0019
9 Serum Chloride 0.0224 29 Prothrombin Time 0.0018
10 Albumin 0.0193 30 Serum Potassium 0.0017
11 Globulin 0.0177 31 Interleukin 1β 0.0017
12 Hematocrit 0.0122 32 D-D dimer 0.0016
13 Hemoglobin 0.0091 33 FDP 0.0016
14 Fibrinogen 0.0079 34 Antithrombin 0.0015
15 γ-GT 0.0079 35 Procalcitonin 0.0010
16 ESR 0.0078 36 Platelet Count 0.0009
17 NT-proBNP 0.0074 37 WBC 0.0006
18 APTT 0.0053 38 Ferritin 0.0005
19 Eosinophils 0.0051 39 Interleukin 10 0.0004
20 basophil 0.0049 40 PLT 0.0004