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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
Innovating global regulatory frameworks for generative AI in medical devices is an urgent priority
Jasmine Chiat Ling Ong1,2, Yilin Ning2,3, Mingxuan Liu2,3
1Division of Pharmacy, Singapore General Hospital, Singapore, Singapore.
Abstract:
The integration of generative AI (GenAI) and large language models (LLMs) in healthcare presents both unprecedented opportunities and challenges, necessitating innovative regulatory approaches. In this perspective, we discuss the risks of GenAI and LLM-based medical devices, the limitations of current medical device regulation frameworks when applied to GenAI or LLMs, and advocate for global collaboration in regulatory science research through engaging multidisciplinary expertise and focusing on the needs of diverse populations.
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