Author

G. R. Charras

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Biophysics· 1

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Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Assay:imaging· 1

Frequent Co-Authors

A. R. Lowe· 1 shared C. J. Soelistyo· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBiophysics

A. R. Lowe

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1 paper

Recent·Most cited

Virtual perturbations to assess explainability of deep-learning based cell fate predictors

C. J. Soelistyo, G. R. Charras, A. R. Lowe

The paper introduces virtual perturbation to assess explainability of a deep-learning cell fate predictor, showing it captures known biological relationships.

bioRxiv · Jul 17, 2023 · PreprintBiophysics