A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data
Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo
Topics & Concepts
Imputation (statistics)Missing dataComputer scienceData miningInterpolation (computer graphics)k-nearest neighbors algorithmComputationArtificial intelligenceAlgorithmMachine learningMotion (physics)Statistical Methods and InferenceStatistical Methods and Bayesian InferenceMachine Learning in Healthcare