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Updated: Jul 15, 2025

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使用基于极端多标签长文本转换器模型的自动化ICD编码

Leibo Liu1, Oscar Perez-Concha1, Anthony Nguyen2

  • 1Centre for Big Data Research in Health, University of New South Wales, Sydney, Australia.

Artificial intelligence in medicine
|October 2, 2023
PubMed
概括

优化变压器模型实现了自动化国际疾病分类 (ICD) 编码的最新性能. 这些模型显著提高了复杂的医疗编码任务的准确性,超过了以前的基准.

关键词:
关于下放的总结 关于下放的总结极端的多标签长文本分类.在ICD编码.在MIMIC-II中,使用MIMIC-II.这就是MIMIC-III.变压器 变压器 变压器

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