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. 19, 2021

Filed:

Feb. 16, 2016
Applicant:

Nuance Communications, Inc., Burlington, MA (US);

Inventors:

Ravi Kondadadi, Rosemount, MN (US);

Girija Yegnanarayanan, Raleigh, NC (US);

Brian William Delaney, Bolton, MA (US);

John Ortega, Floral Park, NY (US);

Assignee:

Nuance Communications, Inc., Burlington, MA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G16H 10/60 (2018.01); G16H 15/00 (2018.01); G06N 20/00 (2019.01); G06F 19/00 (2018.01); G06Q 10/10 (2012.01);
U.S. Cl.
CPC ...
G16H 10/60 (2018.01); G06F 19/00 (2013.01); G06N 20/00 (2019.01); G16H 15/00 (2018.01); G06Q 10/10 (2013.01);
Abstract

Techniques for coding a medical report include identifying an acronym or abbreviation in the medical report, and a plurality of phrases not explicitly included in the medical report that are possible expanded forms of the acronym or abbreviation in the medical report. From the plurality of phrases, a most likely expanded form of the acronym or abbreviation may be selected by applying to the medical report a statistical acronym/abbreviation expansion model trained on a corpus of medical reports. By applying to the medical report with the expanded acronym or abbreviation one or more statistical fact extraction models, a clinical fact may be extracted from the medical report based at least in part on the most likely expanded form of the acronym or abbreviation in the medical report, and a corresponding medical taxonomy code may be assigned to the extracted clinical fact from the medical report.


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