Radiology-Llama 2
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A Llama 2-based LLM specialized for radiology report generation.
Llama 2 base: Fine-tuned on a large dataset of radiology reports, producing a domain-specialized model from an open general-purpose base.
Clinical impressions: Generates coherent and clinically useful impression statements from structured radiology findings.
Coherence gains: Outperforms general-purpose LLMs on radiology-specific report-generation tasks, as measured on both automatic metrics and clinician evaluation.
Domain-LLM template: An early datapoint for the "domain-specialized open LLM" pattern that became standard practice across medicine, law, and other regulated fields.
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