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使用密集护理医疗信息中心数据集对国际疾病分类编码模型的自动化编码模型进行系统审查

Ying Zhang1, Chen Lyu2, Lu Chang1

  • 1Department of Medical Record, Guangdong Women and Children Hospital, Guangzhou, China.

Digital health
|December 22, 2025
PubMed
概括

国际疾病分类自动化 (ICD) 编码模型显示了进展,特别是在深度学习和知识图表方面. 然而,数据多样性和临床验证等挑战阻碍了实施,需要未来关注多式联运数据和可解释性.

关键词:
自动化国际疾病分类编码编码.密集护理数据集的医疗信息中心.医疗保健适用性 医疗保健适用性模型可解释性模型可解释性多标签分类的分类方法

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