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Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

arXiv cs.AI · 2d ago Cached

This paper evaluates the open-weight LLM LLaMA 3.1 for automatic extraction of structured data from Dutch brain MRI reports, achieving high performance on visual rating scores and accurate detection of findings, with few-shot prompting improving extraction of numerical variables.

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