AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation
AtomiMed presents a novel evaluation framework for medical report generation that decomposes clinical narratives into atomic facts and uses an agentic cross-verification process to…
Hugging Face · Daily Papers
·Yuan Wang, Wanxing Chang
·
·▲ 3 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Yuan Wang, Wanxing Chang, Songtao Jiang, Shujian Gao, Xiaotian Zhang, Ruifeng Yuan
- 3 upvotes da comunidade
- Temas: Medical Report Generation, Atomic Clinical Facts, Agentic Cross-Verification, hierarchical extraction, multi-modal benchmark, radiologist judgment
Resumo
Resumo original (em inglês), extraído do paper:
AtomiMed presents a novel evaluation framework for medical report generation that decomposes clinical narratives into atomic facts and uses an agentic cross-verification process to improve accuracy assessment beyond traditional metrics.Onde ler
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