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. 2020 Nov 7;111:101983. doi: 10.1016/j.artmed.2020.101983

Table 3.

Criteria selected by three feature selection algorithms and expert judgment.

Data-Driven Approaches
Knowledge-Driven Approach
Criteria Selected Criteria Selected Criteria Selected Criteria Selected
ANOVA Albumin X2 Albumin Relief Alanine aminotransferase Expert Judgment White blood cell count
Alanine aminotransferase Aspartate aminotransferase Total bilirubin Neutrophil count
Aspartate aminotransferase White blood cell count Albumin Lymphocyte count
White blood cell count Creatinine Aspartate aminotransferase Haemoglobin
Total bilirubin Interleukin 6 White blood cell count Blood platelet count
Creatinine Neutrophil count Creatinine Albumin
Interleukin 6 C-reactive protein Interleukin 6 C-reactive protein
Lactic dehydrogenase D dimer Lactic dehydrogenase Interleukin 6