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Updated: Jun 10, 2025

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使用机器学习模型预测产前抑郁症和评估模型偏差

Yongchao Huang1, Suzanne Alvernaz1, Sage J Kim2

  • 1Department of Biomedical Engineering, Colleges of Engineering and Medicine, University of Illinois, Chicago, Illinois.

Biological psychiatry global open science
|October 14, 2024
PubMed
概括

机器学习模型可以预测怀孕早期的围产期抑郁症,但对少数民族妇女有偏见. 需要进一步的研究来提高准确性和减少这些关键健康预测的差异.

关键词:
电子医疗记录电子医疗记录在健康方面存在差异.机器学习 机器学习模型性能偏差是指模型的性能偏差.围产期抑郁症 围产期抑郁症

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