hospital bed shortage prediction
Predicting hospital bed shortage due to COVID-19
Check out this COVID-19 hospital app I built!
The app predicts the dates during which hospitals in the US are expected to experience bed shortage due to COVID-19.
The app uses COVID-19 data from the Johns Hopkins CSSE repository to fit a SIR model. It also uses state-level demographic information and hospital capacity to predict the number of COVID-19 patients that will require hospital and ICU beds.
For details on the model, please read this medium post.
You can play around with the code on Google Colab.
Note: The app uses data that was available on March 26, 2020