Author

Katharina Buchner

German Cancer Research Center

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

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

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Barbara HelmORCID

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1 paper

Recent·Most cited

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

Jiaojiao He, Barbara Helm, Franziska Gödtel, Katharina Buchner, Marcel Schilling, Marc Andre Schneider, Laura Valentina Klotz, Jana M. Braunger, Hauke Winter, Britta Velten, Ursula Klingmüller, 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.

Communications Chemistry · Jul 7, 2026Peer-reviewedBioinformatics