Author

You-Hsuan Liu

University of CambridgeORCID 0009-0006-0404-6788Unclaimed 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 type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Anaïs BadoualiD· 1 shared Charles Kervrann AiD· 1 shared Quentin RapillyiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Anaïs BadoualORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 6, 2026

Deep Learning-Meets-Active Surfaces: A Unified Framework for Multi-Object Segmentation and Shape Analysis in 3D Fluorescence Microscopy

Quentin Rapilly, Anaïs Badoual, You-Hsuan Liu, Charles Kervrann A

This paper introduces Nagini3D, a 3D image segmentation method combining deep learning and active surfaces for improved shape analysis and consistency across 3D volumes.

DOI 10.64898/2026.09.30.755627

imagingdeep learning

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