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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