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Updated: Aug 3, 2026

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在视网膜年龄预测机器学习模型中对人口偏差的评估

Christopher Nielsen1,2, Emma A M Stanley1,2,3,4, Matthias Wilms5

  • 1Department of Radiology, University of Calgary, Calgary, AB, Canada.

Frontiers in artificial intelligence
|October 27, 2025
PubMed
概括

视网膜年龄预测模型可以显示性别和种族的偏见. 结合视网膜成像数据 (CFP + OCT) 减少了这些偏差,提高了准确性,突出了需要仔细验证模型的需要.

关键词:
偏见 偏见 偏见 偏见 偏见机器学习是机器学习.多模式成像技术多模式成像技术视网膜年龄预测视网膜成像 视网膜成像

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