Author

Janine Egert

University of FreiburgORCID 0000-0002-2032-7081Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:imputation· 1 Assay:proteomics· 1 Approach:simulation· 1 Approach:statistical model· 1

Frequent Co-Authors

Clemens KreutziD· 2 shared Bettina WarscheidiD· 1 shared Eva BrombacheriD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersSystems Biology

Clemens KreutzORCID

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2 papers

Recent·Most cited

Systems BiologyMathematical Biosciences & EngineeringPeer-reviewedJan 1, 2023

Realistic simulation of time-course measurements in systems biology

Janine Egert, Clemens Kreutz

The paper presents a method to simulate realistic time-course data for systems biology models, validated on multiple models to assess method performance.

4 citations

simulationbenchmarking

𝕏 PostBluesky

BioinformaticsJournal of Proteome ResearchPeer-reviewedJun 1, 2021

DIMA: Data-driven selection of a suitable imputation algorithm

Janine Egert, Eva Brombacher, Bettina Warscheid, Clemens Kreutz

DIMA selects an imputation algorithm based on data characteristics, achieving reliable performance across proteomics datasets with missing values.

20 citations

proteomicsstatistical model

𝕏 PostBluesky