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

cs.AI updates on arXiv.org·
AI Analysis

A study evaluated the performance of the open-weight LLaMA 3.1 large language model in extracting structured information from Dutch brain MRI reports, achieving high accuracy in visual ratings and lesion detection. The model showed improved results for numerical data with few-shot prompting, indicating its potential for enhancing data extraction in neuroradiology.

Key Topics

LLaMA 3.1neuroradiologyMRI reports

Originally reported by cs.AI updates on arXiv.org. Read the full article ↗

Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model | AI Crypto Daily Wire