Author

Binghao Liu

Guangzhou Laboratory

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Genomics· 1

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:multiome· 1 Research Focus:perturbation response prediction· 1

Frequent Co-Authors

Fei GuiD· 1 shared George McDonald ChurchiD· 1 shared Luyi TianiD· 1 shared Meng Lan· 1 shared Xiaodong LiuiD· 1 shared Xubo Tang· 1 shared Xueying FaniD· 1 shared Yue YouiD· 1 shared

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2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Fei GuORCID

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1 paper

Recent·Most cited

Multimodal foundation model predicts zero-shot functional perturbations and cell fate dynamics

Zikun Yang, Xueying Fan, Meng Lan, Xubo Tang, Zhijie Zheng, Binghao Liu, Yue You, Luyi Tian, George McDonald Church, Xiaodong Liu, Fei Gu

PertFormer, a multimodal foundation model, predicts zero-shot functional perturbations and cell fate dynamics, outperforming existing methods and identifying novel tumor treatment targets.

bioRxiv · Dec 19, 2024 · PreprintGenomics