Author

Tiago Hungerland

ETH Zurich

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell-cell communication· 1 Approach:contrastive learning· 1 Assay:imaging· 1 Approach:optimal transport· 1

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Aline LinderiD· 1 shared Ines LüchtefeldiD· 1 shared Klaus EyeriD· 1 shared Luca Johannes SchlotheuberiD· 1 shared Michael VollenweideriD· 1 shared Richard Danis· 1 shared Sven Gutjahr· 1 shared Valentina BoevaiD· 1 shared

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1 paper

Recent·Most cited

BioinformaticsLab on a ChipPeer-reviewedJan 1, 2025

High-Resolution Time-Lapse Imaging of Droplet-Cell Dynamics via Optimal Transport and Contrastive Learning

Luca Johannes Schlotheuber, Michael Vollenweider, Sven Gutjahr…·Klaus Eyer

This paper develops a method to track microfluidic droplets over time using optimal transport and contrastive learning, achieving high accuracy in tracking without labeled data.

DOI 10.1039/d5lc00351b

imagingcontrastive learning

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