Author

Jan Seipp

Heinrich Heine University Düsseldorf

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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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Fleming KretschmeriD· 1 shared Gunnar W. KlauiD· 1 shared Marcus LudwigiD· 1 shared Sebastian BöckeriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Fleming KretschmerORCID

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1 paper

Recent·Most cited

Small molecule machine learning: All models are wrong, some may not even be useful

Fleming Kretschmer, Jan Seipp, Marcus Ludwig, Gunnar W. Klau, Sebastian Böcker

The paper evaluates coverage bias in small molecule datasets and proposes methods to assess and improve dataset representativeness for machine learning models.

Nature Communications · Jan 9, 2025Peer-reviewedBioinformatics