Author

Dejin Xun

Zhejiang University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Yì WángiD· 2 shared Deheng Chen· 1 shared Rui WangiD· 1 shared Rui WangiD· 1 shared Volker Martin LauschkeiD· 1 shared Xingcai ZhangiD· 1 shared Yitian Zhou· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 13 mutual co-author links

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2 shared papersBioinformatics

Yì WángORCID

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2 papers

Recent·Most cited

Microsnoop: A Generalized Tool for Unbiased Representation of Diverse Microscopy Images

Dejin Xun, Rui Wang, Xingcai Zhang, Yì Wáng

Microsnoop is a deep learning tool that provides unbiased representation of diverse microscopy images, outperforming existing methods across multiple datasets.

The Innovation · Jan 1, 2024Peer-reviewedBioinformatics

Scellseg: a style-aware cell instance segmentation tool with pre-training and contrastive fine-tuning

Dejin Xun, Deheng Chen, Yitian Zhou, Volker Martin Lauschke, Rui Wang, Yì Wáng

Scellseg is a cell segmentation tool that uses pre-training and contrastive fine-tuning, outperforming existing methods on three datasets with minimal training data.

iScience · Nov 4, 2022Peer-reviewedBioinformatics