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结合学习,以提高使用电子健康记录准确识别眼患者

Tushar Mungle1, Behzad Naderalvojoud1, Chris A Andrews2

  • 1Department of Medicine, Stanford University, Stanford, CA 94305, United States.

JAMIA open
|August 13, 2025
PubMed
概括

整合结构化和非结构化健康数据可以在现实世界数据集 (RWD) 中改善青光眼的识别. 与传统方法相比,多式联动组合模型显示出更高的性能和公平性,提高了患者管理.

关键词:
阶级不平衡 阶级不平衡临床注意事项 临床注意事项组合学习组合学习可概括性和公平性等问题.现实世界的数据数据.

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