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SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

He, Xinrui et al.
arXiv (All) · Papers
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machine-learning
Clinical care often relies on key laboratory indicators, yet real-world patient visits are sparse and tests are ordered irregularly, leading to pervasive missingness. While many imputation methods improve average accuracy, they provide limited guidance on which imputed values are reliable enough for
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