Author

Chenghao Fu

Chinese University of Hong KongORCID 0009-0008-7515-1985Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1

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Khachatur DallakyaniD· 1 shared Kinhei LeeiD· 1 shared Le SongiD· 1 shared Qijin YiniD· 1 shared Xuesong WangiD· 1 shared Y. G. LiiD· 1 shared Yimin FaniD· 1 shared Yu LiiD· 1 shared

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2025-2025 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperCell Biology

Khachatur DallakyanORCID

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1 paper

Recent·Most cited

Cell BiologyNature CommunicationsPeer-reviewedSep 2, 2025

Prediction of cellular morphology change under perturbations with transcriptome-guided diffusion model

Xuesong Wang, Yimin Fan, Yucheng Guo…·Le Song

This paper introduces MorphDiff, a transcriptome-guided diffusion model that predicts cell morphology changes under perturbations and improves MOA identification.

8 citations

imagingdeep learning

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