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Should we be using LLMs for discharge summarisation?
Medical Attention
52 minutes
3 months ago
Should we be using LLMs for discharge summarisation?
This episode, we discuss some of the challenges in using large language models (LLMs) for the task of summarising inpatient encounters.
00:30 - Technical wrap - new models, MiT’s State of AI in Business 2025
12:40 - Medical summarisation
19:30 - Context Rot: How Increasing Input Tokens Impacts LLM Performance
30:50 - Verifiable Summarization of Electronic Health Records Using Large Language Models to Support Chart Review
40:00 - Evaluating large language models for drafting emergency department encounter summaries
42:25 - Evaluating Hospital Course Summarization by an Electronic Health Record-Based Large Language Model
More details in the show notes on our website.
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