Covid Blood Analysis

Simple ML analysis to predict if a patient is infected with COVID-19, given a set of test results and additional clinical data.
For educational purposes only.

Data

The data set used was provided by Hospital Israelita Albert Einstein, composed of 5644 COVID-19 RT-PCR results and a total of 101 variables of additional laboratory tests:

Diagnosis of COVID-19 and its clinical spectrum. Kaggle.com. (2020). Retrieved 20 June 2020, from https://www.kaggle.com/dataset/e626783d4672f182e7870b1bbe75fae66bdfb232289da0a61f08c2ceb01cab01
doi:10.1101/2020.04.04.20052092