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Swiss-Mammo: A physician-written, synthetic dataset of German mammography reports

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DataCite Commons2025-04-30 更新2025-05-18 收录
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https://physionet.org/content/swiss-mammo/1.0.0/
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资源简介:
This dataset, **Swiss-Mammo** , contains 28 manually constructed German mammography reports, each paired with an English translation. The reports are stratified across BI-RADS categories 0 through 6, with three reports per category. All reports were manually created by a radiology resident without the use of generative AI and independently reviewed by a senior radiologist specialized in breast imaging to ensure clinical plausibility and linguistic accuracy. Swiss-Mammo was developed to support research on information extraction from radiology reports using large language models (LLMs) and frame semantics. The dataset provides a high-quality, controlled benchmark for evaluating systems designed to structure free-text radiological narratives. It is particularly suited for applications in natural language processing, clinical informatics, and decision support systems in breast imaging.
提供机构:
PhysioNet
创建时间:
2025-04-15
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