Author

Jiaojiao He

Heidelberg UniversityORCID 0009-0005-5492-6081Unclaimed ORCID profile · follow to get notified of new preprints

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Jiaojiao He2 papers · Sichuan University

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Bioinformatics· 1

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Approach:Bayesian inference· 1 Organism:human· 1 Research Focus:imputation· 1 Assay:proteomics· 1

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Barbara HelmiD· 1 shared Britta VelteniD· 1 shared Franziska Gödtel· 1 shared Hauke WinteriD· 1 shared Jana M. BraungeriD· 1 shared Junyan LuiD· 1 shared Katharina Buchner· 1 shared Laura Valentina KlotziD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Barbara HelmORCID

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1 paper

Recent·Most cited

BioinformaticsCommunications ChemistryPeer-reviewedJul 7, 2026

msBayesImpute: A Versatile Framework for Addressing Missing Values in Biomedical Mass Spectrometry Proteomics Data

Jiaojiao He, Barbara Helm, Franziska Gödtel…·Junyan Lu

msBayesImpute improves missing value handling in proteomics data by integrating Bayesian factorization and probabilistic dropout models, outperforming existing methods in imputation and normalization.

1 citation

humanproteomics

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