Imputation methods for serologic biomarkers in inflammatory bowel disease

Abstract Serologic biomarkers have emerged as a powerful tool for the diagnosis of Inflammatory Bowel Disease (IBD) and the differentiation between subgroups of IBD. However, missingness in serologic data can adversely affect the efficacy of any form of statistical or machine learning analysis, lead...

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Hlavní autoři:	Miad Boodaghidizaji, Dermot P. B. McGovern, Dalin Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Nature Portfolio 2026-02-01
Edice:	Scientific Reports
Témata:	Serologic data Imputation IBD MAR MCAR MNAR
On-line přístup:	https://doi.org/10.1038/s41598-026-41587-z
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