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贝叶斯筛查检验评估

贝叶斯筛查检验评估应用贝叶斯定理来量化筛查检验结果如何改变个体真正患病的概率。该方法不单独报告敏感性和特异性,而是以预测值为中心——即给定阳性或阴性检验结果的患病概率——而预测值又关键性地依赖于被筛查人群的疾病患病率。该框架允许从检验前概率系统地更新到检验后概率,并支持不确定性下的决策。

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来源

  1. Fletcher, R. H., Fletcher, S. W., & Fletcher, G. S. (2014). Clinical Epidemiology: The Essentials (5th ed.). Lippincott Williams & Wilkins. ISBN: 978-1451144475
  2. Altman, D. G., & Bland, J. M. (1994). Diagnostic tests 2: Predictive values. BMJ, 309(6947), 102. link

如何引用本页

ScholarGate. (2026, June 3). Bayesian Screening Test Evaluation. ScholarGate. https://scholargate.app/zh/epidemiology/bayesian-screening-test-evaluation

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ScholarGateBayesian Screening Test Evaluation (Bayesian Screening Test Evaluation). 于 2026-06-15 检索自 https://scholargate.app/zh/epidemiology/bayesian-screening-test-evaluation · 数据集: https://doi.org/10.5281/zenodo.20539026