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. 12, 2020
Filed:
Nov. 14, 2016
Applicant:
Cerner Innovation, Inc., Kansas City, KS (US);
Inventors:
Sasanka Are, Kansas City, MO (US);
John Matthew Sugden, Lee's Summit, MO (US);
Assignee:
CERNER INNOVATION, INC., Kansas City, KS (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 50/30 (2018.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01); G06N 5/00 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G16H 50/20 (2018.01); G06N 5/003 (2013.01); G06N 20/00 (2019.01); G06N 20/20 (2019.01);
Abstract
Improved risk categorization is provided for clinical decision support and forecasting future health care spend. A risk index is provided that improves on other risk stratification models by synthesizing electronic medical records and health questionnaires with an individual patient's claim histories. Machine learning algorithms catalogue patients into distinct group clusters, based on risk which may be associated with annual health care spending, thereby enabling administrators to forecast future health care spending on the individual and population level.