Curtiss B. Cook

SafeImpute: Reliable Clinical Data Imputation via Conformal Selection

Xinrui He, Mengting Ai, Junting Wang, Curtiss B. Cook, Jingrui He

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…Read more