Abbott Laboratories
TECHNOLOGY TO AUTOMATICALLY IDENTIFY THE MOST RELEVANT HEALTH FAILURE RISK FACTORS
Last updated:
Abstract:
Systems, apparatuses and methods may provide technology that identifies minority class data and majority class data in patient-level data, wherein the minority class data corresponds to patients with a health failure and the majority class data corresponds to patients without the health failure, oversamples the minority class data to obtain synthetic class data and automatically reduces, via a machine learning classifier, a set of risk factor variables based on the majority class data, the minority class data and the synthetic class data.
Status:
Application
Type:
Utility
Filling date:
4 Mar 2021
Issue date:
8 Sep 2022