Author

Nao Ma

Southeast University

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:cell-cell communication· 1 Assay:CRISPR screen· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1

Frequent Co-Authors

Yuanbo Ao· 1 shared Ziyue YiiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Yuanbo Ao

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1 paper

Recent·Most cited

BioinformaticsBiologyPeer-reviewedDec 29, 2025

LazyNet: Interpretable ODE Modeling of Sparse CRISPR Single-Cell Screens Reveals New Biological Insights

Ziyue Yi, Nao Ma, Yuanbo Ao

LazyNet is a neural-ODE model for CRISPR single-cell screens that provides interpretable mechanistic insights and competitive performance on neuronal and T-cell datasets.

2 citations

humanCRISPR screen

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