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.

Date of Patent:
Oct. 21, 2025

Filed:

Jan. 10, 2023
Applicant:

Humana Inc., Louisville, KY (US);

Inventors:

Molu Shi, Prospect, KY (US);

Greg Hayworth, Louisville, KY (US);

Arun Jalanila, Louisville, KY (US);

Michael Gayhart, Louisville, KY (US);

Cam Whitelaw, Louisville, KY (US);

Jason Turner, Louisville, KY (US);

Assignee:

Humana Inc., Louisville, KY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/295 (2020.01); G06V 30/18 (2022.01); G06V 30/19 (2022.01);
U.S. Cl.
CPC ...
G06V 30/19093 (2022.01); G06F 40/295 (2020.01); G06V 30/18019 (2022.01);
Abstract

A system and method for extracting data from a received fax from a medical provider and matching it with a corresponding preauthorization record using modeling techniques. A received fax is converted into text via OCR, relevant keys are extracted from the text using modeling techniques and differential probabilities are calculated for each key that are then compared to the candidate preauthorization records using logistic regression models to find the most probable matching candidate records. Candidate record matches are ranked by matching probability and the highest ranked candidate record is considered the matching record to the received fax.


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