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Course/Webinar

Patient Record Summarization in the Age of LLMs

Clinician burnout, driven in part by the increasing burden of EHR documentation, is a significant threat to healthcare quality. This talk will introduce SPEER, a novel approach to automatically generating clinically useful hospital-course summaries from raw clinical notes. The SPEER method leverages the power of Large Language Models (LLMs) while addressing key challenges in clinical summarization, such as identifying salient information from lengthy records and ensuring the accuracy of generated summaries. We will also discuss the state of the art in automated evaluation methods and implications of summarization from a human-centered AI standpoint.

AMIA Board

Board of Directors Meeting - Nov. 2024

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In San Francisco at the 2024 Annual Symposium.

The Board of Directors is the primary governance body of the Association. Its members focus on high-level strategy, oversight, and accountability for the organization and its operations.

AMIA Board

Board of Directors Meeting - Dec. 2024

The Board of Directors is the primary governance body of the Association. Its members focus on high-level strategy, oversight, and accountability for the organization and its operations.

AMIA Meeting

AMIA 2025 Clinical Informatics Conference | Anaheim, CA

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AMIA’s Clinical Informatics Conference is our fastest-growing conference, gathering clinical informaticians for three days dedicated to turning innovation into practice-ready solutions that make an immediate impact on patient care. Solutions such as reducing clinical documentation and alleviating burden, specifically for those who interact with healthcare data.

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