Tools and Technology Seminar 11/20/2025 - Douglas Craig, PhD
Автор: University of Michigan Computational Medicine and Bioinformatics
Загружено: 2025-11-20
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Tools and Technology Seminar
Department of Computational Medicine and Bioinformatics
University of Michigan Medial School
Series Website:
https://medschool.umich.edu/events/to...
Date:
November 20, 2025
Speaker:
Douglas Craig, PhD
Emergency Medicine
University of Michigan
Google Scholar:
https://scholar.google.com/citations?...
Title:
“Edge Cases: LLMs in Emergency Medicine”
Abstract
What happens when you bring a large language model to the front lines of care? This talk explores our work building a voice-driven, edge-deployed LLM system for use in the emergency department. With no internet connection, low-latency inference, and a fully local privacy-preserving design, our system runs entirely offline. It adapts dynamically to both the patient and the physician's specialty, enabling tailored language understanding in fast-moving clinical contexts. We'll unpack key design choices, challenges of real-time interaction, and what it takes to make language models clinically useful when seconds matter.
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