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. 2022 Nov 29;60(2):571–591. doi: 10.1007/s10844-022-00768-8

Table 8.

Top most important features (MDI method) by input data table

ScispaCy Imp. TF-IDF Imp. TF-IDF and Bibliometric Imp.
Pandemic 0.004 year old 0.005 case 0.005
Fever 0.003 report case 0.004 year 0.005
Patient 0.003 fever 0.004 pcr 0.004
Respiratory distress syndrome 0.003 report 0.003 old 0.003
Drug 0.002 cough 0.003 present case 0.003
Covid-19 0.002 trials 0.003 acute 0.003
Hospital 0.002 measures 0.003 report 0.003
Patient 0.002 inhibitors 0.003 sars cov 0.003
Patient covid-19 0.002 cov 0.003 personal 0.003
Cell 0.002 polymerase chain reaction 0.003 sars 0.003
People 0.002 year 0.003 ct 0.003
Ace2 0.001 rt 0.002 inhibitors 0.003
Region 0.001 antiviral 0.002 covid 19 pandemic 0.002
Pneumonia 0.001 cov infection 0.002 clinical trials 0.002
Coronavirus 0.001 covid 19 pandemic 0.002 ace2 0.002
Protein 0.001 sars cov 0.002 cells 0.002
Recipient 0.001 receptor 0.002 specificity 0.002
Cytokine 0.001 angiotensin converting enzyme 0.002 distancing 0.002
Infection 0.001 therapeutic 0.002 report case 0.002
Protease 0.001 ground 0.002 healthcare 0.002
Coronavirus disease 2019 0.001 anti 0.002 therapeutic 0.002