LAB2CLEAN: A NOVEL ALGORITHM FOR AUTOMATED CLEANING OF RETROSPECTIVE CLINICAL LABORATORY RESULTS DATA FOR SECONDARY USES

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

Abstract 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 accuracy remains a Workstations significant challenge due to variations in data recording and reporting standards.

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Annexins in Influenza Virus Replication and Pathogenesis

Influenza A viruses (IAVs) are important human respiratory pathogens which cause seasonal or periodic endemic infections.IAV can result in severe or fatal clinical complications including pneumonia and respiratory distress syndrome.Treatment of IAV infections is complicated because the virus can evade host immunity through antigenic drifts and anti

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The influence of Xiaohongshu female bloggers on female values

The social media industry in China is diverse, among which an app with a significant female user base is Adjustable Height Stool Xiaohongshu.This article discovers that female users’ values are easily influenced by bloggers through an in-depth analysis of the accounts of three different types of female bloggers on the platform (dress-sharing blog

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