Author

Nanning Chen

University of Chinese Academy of Sciences

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:mouse· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Changhao Gong· 1 shared Di WangiD· 1 shared Haiyang HouiD· 1 shared Hua QiniD· 1 shared Huan Zhang· 1 shared Lei CaoiD· 1 shared Luni Hu· 1 shared Qingsong LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Changhao Gong

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1 paper

Recent·Most cited

DCAF: Unifying Data Validity, Evaluation Validity and Predictive Modeling for Single-cell Perturbation Simulation

Tianyi Xia, Lei Cao, Nanning Chen, Haiyang Hou, Changhao Gong, Huan Zhang, Hua Qin, Luni Hu, Di Wang, Qingsong Li, Yong Zhang, Shuangsang Fang, Yuxiang Li

DCAF improves single-cell perturbation simulation by addressing data, evaluation, and model validity, outperforming baselines in generalization and recapitulating regulatory heterogeneity in mouse brain.

bioRxiv · Oct 31, 2026 · PreprintBioinformatics