This invention describes a software tool that predicts if a patient is likely to be readmitted to the hospital after discharge. It works by analyzing past patient healthcare claims data to find patterns that lead to preventable readmissions. Then, when a new patient is admitted, the tool uses their information to calculate a risk score, indicating their likelihood of a future preventable readmission, specifically using a statistical method called logistic regression.
Why it matters: Cloud-based machine learning platforms have matured significantly since 2019, simplifying the deployment and scaling of predictive models like the claimed logistic regression.
AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.
Reinvent this with AI