Author

Marharyta Domnich

University of TartuORCID 0000-0001-5414-6089Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Daniel MajoraliD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedMay 30, 2025

Kaizen: Decomposing cellular images with VQ-VAE

Daniel Majoral, Marharyta Domnich

Kaizen improves cell segmentation in microscopy images by using a VQ-VAE to iteratively refine object hypotheses.

2 citations

imagingvariational autoencoder

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