Author

Dali Wang

Oak Ridge National LaboratoryORCID 0000-0001-6806-5108Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Research Focus:benchmarking· 1 Organism:C. elegans· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Anthony SantellaiD· 2 shared Yichi XuiD· 2 shared Zhirong BaoiD· 2 shared Chengcheng Li· 1 shared Erin Haus· 1 shared Ruohan Ren· 1 shared Zheng LuiD· 1 shared Zi WangiD· 1 shared

Activity by Year

2019-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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2 shared papersDevelopmental Biology

Anthony SantellaORCID

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2 papers

Recent·Most cited

Developmental BiologyCell Reports MethodsPeer-reviewedSep 1, 2026

A Single-cell Spatiotemporal Manifold of Tissue Morphology and Dynamics

Erin Haus, Anthony Santella, Yichi Xu…·Zhirong Bao

This paper introduces a learned single-cell spatiotemporal manifold to analyze tissue morphology and dynamics over time.

DOI 10.1016/j.crmeth.2026.101606

spatial transcriptomicsdeep learning

𝕏 PostBluesky

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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