Systems and methods for using machine learning with epidemiological modeling

This invention describes a computer system that predicts how infectious diseases might spread. It works by taking historical data about a disease, using machine learning to create a predictive model, and then running simulations to forecast future outbreaks. These forecasts are then shown to a user.

Why it matters: The general capabilities of machine learning for complex predictive modeling have advanced significantly since 2021. This makes the core task of training models and generating predictions more robust and accessible.

Status: ExpiredProtection ended and was never renewed
How hard to build: SpecializedMachine learning, data processing, simulation software

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