Article

Development and Evaluation of a Digital Scribe: Conversation Summarization Pipeline for Emergency Department Counseling Sessions towards Reducing Documentation Burden

2023-12-07

Abstract excerpt

<h4>Objective</h4> We present a proof-of-concept digital scribe system as an ED clinical conversation summarization pipeline and report its performance. <h4>Materials and Methods</h4> We use four pre-trained large language models to establish the digital scribe system: T5-small, T5-base, PEGASUS-PubMed, and BART-Large-CNN via zero-shot and fine-tuning approaches. Our dataset includes 100 referral conversations a...

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Literature Corpus work: b8d259a5-c1b3-5641-8de2-97f53915f4d6
DOI: 10.1101/2023.12.06.23299573

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