Author

Julianna Winnik

Warsaw University of TechnologyORCID 0000-0003-1922-3856Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Emilia WdowiakiD· 1 shared Maciej TrusiakiD· 1 shared Marcin MarzejoniD· 1 shared Michał JóźwikiD· 1 shared Mikołaj RogalskiiD· 1 shared Piotr ZdańkowskiiD· 1 shared Wioleta DudkaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Emilia WdowiakORCID

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1 paper

Recent·Most cited

BioengineeringLaser & Photonics ReviewPeer-reviewedApr 13, 2025

Polarization gratings aided common-path Hilbert holotomography for high-throughput lipid droplets content assay

Piotr Zdańkowski, Julianna Winnik, Mikołaj Rogalski…·Maciej Trusiak

This paper introduces a novel CP-HHT method for high-throughput 3D refractive index imaging of lipid droplets, showing its ability to distinguish between cholesterol esters and triacylglycerol-rich droplets.

11 citations

humanimaging

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