Author

Hana Valenta

KU LeuvenORCID 0000-0003-4585-4862Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Research Focus:spatial domain detection· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Jelle Komen· 1 shared Klarinda de ZwaaniD· 1 shared Kristin S. GrußmayeriD· 1 shared Miyase TekpınariD· 1 shared Nergis TömeniD· 1 shared Peter DedeckeriD· 1 shared Ran HuoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBiophysics

Jelle Komen

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1 paper

Recent·Most cited

BiophysicsBiophysical ReportsPeer-reviewedAug 6, 2026

A Lightweight Deep Learning Framework for Fast, Real-Time Super-Resolution Fluctuation Imaging

Miyase Tekpınar, Jelle Komen, Hana Valenta…·Kristin S. Grußmayer

This paper introduces RESURF, a lightweight deep learning framework that enables real-time super-resolution fluctuation imaging with improved temporal and spatial resolution.

1 citation

fluorescence / live-cell microscopydeep learning

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