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 |