Author

Xiaodong Yang

Chinese Academy of Sciences

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Chen YaoiD· 1 shared Ge YangiD· 1 shared Guihai FengiD· 1 shared Guole LiuiD· 1 shared Hongmei WangiD· 1 shared Jiahao ZhangiD· 1 shared Jingxi DongiD· 1 shared Ming‐Han TongiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Chen YaoORCID

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1 paper

Recent·Most cited

CellPolaris: Decoding Cell Fate through Generalization Transfer Learning of Gene Regulatory Networks

Guihai Feng, Xin Qin, Jiahao Zhang, Wuliang Huang, Yiyang Zhang, Wentao Cui, Shirui Li, Chen Yao, Wenhao Liu, Yao Tian, Yana Liu, Jingxi Dong, Ping Xu, Zhenpeng Man, Guole Liu, , Xin Li

CellPolaris uses transfer learning to generate cell-type-specific gene regulatory networks from transcriptomic data, achieving state-of-the-art results in predicting regulatory factors and simulating cell fate transitions.

bioRxiv · Sep 25, 2023 · PreprintBioinformatics