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MedDiffusion:通过基于扩散的数据增强来提高健康风险预测

Yuan Zhong1, Suhan Cui1, Jiaqi Wang1

  • 1The Pennsylvania State University.

Proceedings of the ... SIAM International Conference on Data Mining. SIAM International Conference on Data Mining
|October 14, 2024
PubMed
概括

MedDiffusion是一种基于扩散的新型模型,通过从电子健康记录 (EHR) 中生成合成患者数据来增强健康风险预测. 这种方法克服了数据不足,提高了预测准确性和优于现有方法的性能.

关键词:
电子健康记录数据增强扩散模型的扩散模型.预测健康风险 预测健康风险

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