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:
Feb. 10, 2026

Filed:

Jun. 22, 2023
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Aparna Elangovan, Seattle, WA (US);

Lei Xu, Jersey City, NJ (US);

Devang Kulshreshtha, Montreal, CA;

Sravan Babu Bodapati, Fremont, CA (US);

Katrin Kirchhoff, Seattle, WA (US);

Sarthak Handa, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/35 (2020.01); G06F 40/40 (2020.01);
U.S. Cl.
CPC ...
G06F 40/35 (2020.01); G06F 40/40 (2020.01);
Abstract

A medical audio summarization service receives a medical conversation and an indication of a user preferred summarization style selected from a plurality of available summarization styles to generate a medical summary that conforms to the user preferred summarization style. A transcript is generated via a medical audio transcription service, and the transcript is used by a natural language processing engine (including a large language model) to generate the medical summary. The large language model is trained to be used to generate medical summaries that conform to respective ones of a plurality of user preferred summarization styles. The large language model is trained using training data comprising previously generated summaries and summary interaction metadata generated from user edits and/or feedback.


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