Amazon Technologies, Inc. (20240428002). MEDICAL CONVERSATION SUMMARIZATION STYLE INTELLIGENCE
Contents
MEDICAL CONVERSATION SUMMARIZATION STYLE INTELLIGENCE
Organization Name
Inventor(s)
Aparna Elangovan of Seattle WA (US)
Devang Kulshreshtha of Montreal (CA)
Sravan Babu Bodapati of Fremont CA (US)
Katrin Kirchhoff of Seattle WA (US)
Sarthak Handa of Seattle WA (US)
MEDICAL CONVERSATION SUMMARIZATION STYLE INTELLIGENCE
This abstract first appeared for US patent application 20240428002 titled 'MEDICAL CONVERSATION SUMMARIZATION STYLE INTELLIGENCE
Original Abstract Submitted
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.
