Author

Marah Halawa

Technische Universität BerlinORCID 0009-0008-1099-5749Unclaimed 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:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1

Frequent Co-Authors

David GnuttiD· 1 shared Flavio M. MorelliiD· 1 shared Marc OsterlandiD· 1 shared Nikolas AdaloglouiD· 1 shared Paula Andrea Marin ZapataiD· 1 shared Tim KönigiD· 1 shared Vladislav KimiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

David GnuttORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedFeb 10, 2025

Self-supervision advances morphological profiling by unlocking powerful image representations

Vladislav Kim, Nikolas Adaloglou, Marc Osterland…·Paula Andrea Marin Zapata

This study uses self-supervised learning to improve image representation for Cell Painting, outperforming traditional tools in classification tasks and reducing computational costs.

54 citationstop 1%

imagingdeep learning

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