Author

Mengchun Li

Newcastle UniversityORCID 0009-0001-6479-1361Unclaimed ORCID profile · follow to get notified of new preprints

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Mengchun Li1 paper · Newcastle University

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Research Focus:differential expression· 1 Assay:proteomics· 1

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Andrew Michael FreyiD· 1 shared Emmanuel Olusegun OgundimuiD· 1 shared Matthias TrostiD· 1 shared Venkatesh MallikarjuniD· 1 shared

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2026-2026 · peak 1/yr

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1 paper

Recent·Most cited

BioinformaticsMolecular & Cellular ProteomicsPeer-reviewedOct 1, 2026

Empirical-Bayes and Bayesian Hierarchical Modelling forMissingness and Differential Expression in Proteomics

Mengchun Li, Venkatesh Mallikarjun, Andrew Michael Frey…·Matthias Trost

The paper introduces a hierarchical Bayesian model to handle missing data and improve differential expression analysis in proteomics by accounting for uncertainty in missing values.

DOI 10.1016/j.mcpro.2026.101677

proteomicsBayesian inference

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