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lab2clean: a novel algorithm for automated cleaning of retrospective clinical laboratory results data for secondary uses

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Background: The integrity of clinical research and machine learning models in healthcare heavily relies on the quality of underlying clinical laboratory data. However, the preprocessing of this data to ensure its reliability and ... ...