Do Specialized Medical LLMs Demand a Radically New Approach Under the EU’s Medical Device Regulation?

We examine the arguments made by Onitiu and colleagues concerning the need to adopt a "backward-walking logic" to manage the risks arising from the use of Large Language Models (LLMs) adapted for a medical purpose. We examine what lessons can be learned from existing multi-use technologies and applied to specialized LLMs, notwithstanding their novelty, and explore the appropriate respective roles of device providers and regulators within the ecosystem of technological oversight.

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Publication Details

Journal
The Journal of Law Medicine & Ethics
Published
2025-01-01
DOI
https://doi.org/10.1017/jme.2025.10136
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Do Specialized Medical LLMs Demand a Radically New Approach Under the EU’s Medical Device Regulation?

H. Jeff Smith, W. Nicholson Price
The Journal of Law Medicine & Ethics
Artificial Intelligence in Healthcare and Education
article

Do Specialized Medical LLMs Demand a Radically New Approach Under the EU’s Medical Device Regulation?

H. Jeff Smith, W. Nicholson Price
article en

Abstract

We examine the arguments made by Onitiu and colleagues concerning the need to adopt a "backward-walking logic" to manage the risks arising from the use of Large Language Models (LLMs) adapted for a medical purpose. We examine what lessons can be learned from existing multi-use technologies and applied to specialized LLMs, notwithstanding their novelty, and explore the appropriate respective roles of device providers and regulators within the ecosystem of technological oversight.

The Journal of Law Medicine & EthicsVol. 53(3)
University of Copenhagen (DK), University of Michigan (US)
Openalex Percentile: Top 82%
Artificial Intelligence in Healthcare and Education
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