Medical Attention

Should we be using LLMs for discharge summarisation?

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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.

    Episodes | Bluesky | [email protected]

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