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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.:

US 7725329 B1

PDFFull Text
Date of Patent:
May. 25, 2010

Filed:

Apr. 26, 2005

System and method for automatic generation of a hierarchical tree network and the use of two complementary learning algorithms, optimized for each leaf of the hierarchical tree network

Applicants:

David H. Kil, Prospect, KY (US);

David B. Pottschmidt, New Albany, IN (US);

Inventors:

David H. Kil, Prospect, KY (US);

David B. Pottschmidt, New Albany, IN (US);

Assignee:

Humana Inc., Louisville, KY (US);

Attorneys:

James C. Eaves, Jr.

Greenbaum Doll & McDonald PLLC

Primary Examiner:

Robert W Morgan

Assistant Examiner:

Joseph Burgess

Int. Cl.
CPC ...
G06Q 10/00 (2006.01); G06F 19/00 (2006.01); G06Q 40/00 (2006.01);
U.S. Cl.
CPC ...
Abstract

A system and method that generates a hierarchical tree network and uses linear-plus-nonlinear learning algorithms to form a consensus view on a member's future health status. Each leaf in the hierarchical tree network is homogeneous in clinical characteristics, experience period, and available data assets. Optimization is performed on each leaf so that features and learning algorithms can be tailored to local characteristics specific to each leaf.

Find Patent Forward Citations

Kil, David. (2010). System and method for automatic generation of a hierarchical tree network and the use of two complementary learning algorithms, optimized for each leaf of the hierarchical tree network (U.S. Patent No. 7725329). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7725329

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