Author

Antonia Schumacher

Helmholtz MunichORCID 0009-0001-8976-4626Unclaimed 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 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alejandro Tejada-LapuertaiD· 1 shared Altana NamsaraevaiD· 1 shared Amir Ali MoinfariD· 1 shared Chris SanderiD· 1 shared Eljas RoelliniD· 1 shared Emma DanniD· 1 shared Fabian Joachim TheisiD· 1 shared Faye ChongiD· 1 shared

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2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alejandro Tejada-LapuertaORCID

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1 paper

Recent·Most cited

BioinformaticsNature MethodsPeer-reviewedDec 31, 2025

Pertpy: an end-to-end framework for perturbation analysis

Lukas Heumos, Yuge Ji, L T May…·Fabian Joachim Theis

Pertpy provides a modular framework for analyzing large-scale perturbation single-cell experiments, offering tools for metadata annotation and perturbation distance calculations.

74 citationstop 1%

scRNA-seqmachine learning (classical)

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