Author

Dezheng Han

Shandong 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· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:large language model· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Jianbo WangiD· 1 shared Ruxiao Chen· 1 shared Shuaishuai GuoiD· 1 shared Wenjie Han· 1 shared Yibin Jia· 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 paperBioinformatics

Jianbo WangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintApr 23, 2025

ReCellTy: Domain-specific knowledge graph retrieval-augmented LLMs workflow for single-cell annotation

Dezheng Han, Yibin Jia, Ruxiao Chen…·Jianbo Wang

ReCellTy improves cell type annotation using LLMs augmented with a graph-structured feature-marker database, achieving better performance than general-purpose LLMs.

1 citation

scRNA-seqlarge language model

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