Author

D. J. VandenHeuvel

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Biology Disciplines

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Cell Biology· 1

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Research Focus:cell signaling & trafficking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

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C. Drovandi· 1 shared M. J. Simpson· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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1 shared paperCell Biology

C. Drovandi

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1 paper

Recent·Most cited

Cell BiologybioRxivMay 12, 2022

Computationally efficient mechanism discovery for cell invasion with uncertainty quantification

D. J. VandenHeuvel, C. Drovandi, M. J. Simpson

The paper introduces a computationally efficient framework using Gaussian processes to discover mechanisms of cell invasion with uncertainty quantification, applied to a scratch assay experiment.

DOI 10.1371/journal.pcbi.1010599

deep learningstatistical model

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