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从自由文本病理学报告中预编码皮肤癌,使用耐噪声神经网络

Tapio Niemi1, Gautier Defossez1, Simon Germann1

  • 1Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland.

Journal of biomedical informatics
|November 14, 2025
PubMed
概括

一种人工智能方法在病理学报告中准确识别皮肤癌,提取关键术语并建议有效管理癌症注册表数据的代码. 这项技术节省了医疗编码人员的时间,并提高了数据的准确性.

关键词:
注意层是一个注意层.自动医疗编码自动化医学编码癌症注册表 癌症注册表卷积神经网络是一种卷积神经网络.噪音和异质的数据.皮肤癌是一种皮肤癌.瑞士 瑞士 瑞士 瑞士 瑞士 瑞士 瑞士

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