Author

Qi Yan

Zhangjiagang First People's Hospital

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Haicheng Rao· 1 shared Li Zhang· 1 shared Mengge LiiD· 1 shared Rong Gao· 1 shared Xiaobo Qian· 1 shared Yingshu Zhang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Haicheng Rao

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1 paper

Recent·Most cited

AnnoAudit: a marker-based protocol for auditing single-cell atlas annotations reveals systematic, state-dependent annotation failure in a widely used traumatic brain injury resource

Li Zhang, Qi Yan, Haicheng Rao, Mengge Li, Xiaobo Qian, Yingshu Zhang, Rong Gao

A marker audit finds 97.9% of CEREBRI's 45,051 official 'glutamatergic neuron' cells are not glutamatergic (four-check composite 82.6%), creating false ion-channel and OXPHOS signals; true neurons show acute KCNC3 up-regulation.

bioRxiv · Sep 28, 2026 · PreprintBioinformatics✦ In-depth digest