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Updated: Jul 1, 2025

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创建计算机辅助的ICD编码系统:性能指标的选择和ICD层次结构的使用

Quentin Marcou1, Laure Berti-Equille2, Noël Novelli3

  • 1Aix-Marseille Université, Faculté des sciences médicales et paramédicales, Marseille, France; Aix-Marseille Université, UMR7020 CNRS, Laboratoire d'Informatique et Systèmes (LIS), Marseille, France.

Journal of biomedical informatics
|March 3, 2024
PubMed
概括

机器学习通过改进国际疾病分类 (ICD) 编码来提高医疗保健. 神经网络的药物数据提供了高效的计算机辅助编码 (CAC) 系统,性能优于传统方法.

关键词:
层次的多标签分类 (HMC)疾病的国际分类 (ICD)这就是MIMIC-III.药物治疗 药物治疗 药物治疗这就是OMOP的OMOP.推系统是一个推系统.

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