The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 28, 2024
Filed:
Mar. 04, 2021
Abbott Laboratories, Abbott Park, IL (US);
Divine E. Ediebah, San Francisco, CA (US);
Hajime Kusano, San Jose, CA (US);
Ciaran A. Byrne, San Francisco, CA (US);
Krishnankutty Sudhir, Santa Clara, CA (US);
Nick West, Santa Clara, CA (US);
ABBOTT LABORATORIES, Abbott Park, IL (US);
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.