Author

Soraya Caixeiro

University of CologneORCID 0000-0003-4605-957XUnclaimed 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:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:Drosophila· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Organism:mouse· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Graham D. BruceiD· 1 shared Jochen KursaweiD· 1 shared Marcus BischoffiD· 1 shared Philip WijesingheiD· 1 shared Solomon J. E. T. WarsopiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBiophysics

Graham D. BruceORCID

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1 paper

Recent·Most cited

Biophysicsnpj Artificial IntelligencePeer-reviewedJun 4, 2025

Estimating full-field displacement in biological images using deep learning

Solomon J. E. T. Warsop, Soraya Caixeiro, Marcus Bischoff…·Philip Wijesinghe

This paper introduces DEFORM-Net, a deep learning method for estimating full-field displacement in biological images, outperforming traditional and recent approaches in accuracy, speed, and spatial sampling.

5 citations

mouseDrosophila

𝕏 PostBluesky