Author

Dehua Zou

Ningxia Medical University

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Bioinformatics· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Organism:human· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Jialin TangiD· 1 shared Jing-Cheng Feng· 1 shared Junwei DuaniD· 1 shared Qian‐Fei WangiD· 1 shared Qiong-Yi Zhang· 1 shared Rong-Rong He· 1 shared Siyuan WangiD· 1 shared Wanli LiangiD· 1 shared

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2026-2026 · peak 1/yr

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Jialin TangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 13, 2026

A split-control criterion for few-shot adaptation in single-cell perturbation prediction

Wanli Liang, Yabing Yang, Qiong-Yi Zhang…·Rong-Rong He

This paper introduces SafeDelta, a split-control criterion for few-shot adaptation in single-cell perturbation prediction, showing it improves reproducibility and identifies biological programs.

DOI 10.64898/2026.10.05.756906

humanscRNA-seq

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