An isolation-first on-premise architecture for open-weights LLMs in radiology achieved regulatory approval for processing PHI and showed good utility for text-anchored tasks in a one-week pilot with 22 users.
In: 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021)
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Secure On-Premise Deployment of Open-Weights Large Language Models in Radiology: An Isolation-First Architecture with Prospective Pilot Evaluation
An isolation-first on-premise architecture for open-weights LLMs in radiology achieved regulatory approval for processing PHI and showed good utility for text-anchored tasks in a one-week pilot with 22 users.