Author

Zheng Lu

University of Tennessee at KnoxvilleORCID 0000-0001-5368-4205Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

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Anthony SantellaiD· 1 shared Chengcheng Li· 1 shared Dali WangiD· 1 shared Yichi XuiD· 1 shared Zhirong BaoiD· 1 shared Zi WangiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperBioinformatics

Anthony SantellaORCID

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1 paper

Recent·Most cited

BioinformaticsIEEE AccessPeer-reviewedJan 1, 2019

Cellular structure image classification with small targeted training samples

Dali Wang, Zheng Lu, Yichi Xu…·Zhirong Bao

The paper presents a deep learning method using GANs and feature transfer to classify cell shapes with minimal training samples, achieving high accuracy in detecting multicellular rosettes in C. elegans embryos.

20 citations

C. elegansimaging

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