Author

Fengning Luo

University of Toronto

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

Biology Disciplines

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Bioinformatics· 1

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Research Focus:batch correction / integration· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Research Focus:perturbation response prediction· 1 Assay:scRNA-seq· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Bo WangiD· 1 shared Chloe WangiD· 1 shared Haotian CuiiD· 1 shared Hassaan MaaniD· 1 shared Kuan PangiD· 1 shared Nan DuaniD· 1 shared

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2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Bo WangORCID

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1 paper

Recent·Most cited

scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI

Haotian Cui, Chloe Wang, Hassaan Maan, Kuan Pang, Fengning Luo, Nan Duan, Bo Wang

A generative transformer pretrained on over 33 million cells can be fine-tuned for cell-type annotation, batch and multi-omic integration, perturbation prediction and gene network inference, claiming superior performance.

Nature Methods · Feb 26, 2024Peer-reviewedBioinformatics