Table 1.
The list of features used in the machine learning algorithm.
Symptoms | o anorexia | o fever | o shortness of breath |
o chest pain | o gasp | o somnolence | |
o chills | o headache | o sore throat | |
o conjunctivitis | o kidney failure | o sputum | |
o cough | o lesions on chest radiographs | o septic shock | |
o diarrhea | o hypertension | o Heart attack | |
o dizziness | o Myalgia | o cold | |
o dyspnea | o obnubilation | o cardiac disease | |
o emesis | o pneumonia | o hypoxia | |
o expectoration | o myelofibrosis | o fatigue | |
o eye irritation | o respiratory distress | o rhinorrhea | |
Pre-existing Conditions | o diabetes | o COPD | o coronary heart disease |
o hypertensio n |
o Parkinson's disease | o prostate hypertrophy | |
o chronic kidney disease | o asthma | o Tuberculosis | |
o hypothyroidism | o cancer | o hepatitis B | |
o cerebral infarction | o HIV positive | o chronic bronchitis | |
o cardiac disease | o dyslipidemia | o any chronic disease | |
Demographics | o age | o country | o province |
o gender | o city | o travel history |