Author

Katharina Buchner

German Cancer Research Center

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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 Jiaojiao HeiD· 1 shared Junyan LuiD· 1 shared Laura Valentina KlotziD· 1 shared

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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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