iCov and isCov model for COVID-19 identification and feature selection based on blood indicators. The demo can be found at http://120.79.18.249:4433/.
The models are developed in python3.6. Please make sure the following tools have been installed:
- jupyter 1.0.0
- pandas 1.0.0
- xlrd 1.2.0
- scikit-learn 0.23.2
- imblearn latest
- matpylotlib 3.3.2
The data processing, training, and testing code of models can be found in iCov_isCov.ipynb, and the input file format that we used in this pofile can be found in finaldata.xlsx. If you need the complete data set, please contact [email protected].
This tool is for research purpose and not approved for clinical use.