Author

J. R. Ubbens

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Plant Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:imaging· 1 Organism:plant (other)· 1

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I. Parkin· 1 shared I. Stavness· 1 shared J. Ebersbach· 1 shared M. Cieslak· 1 shared P. Prusinkiewicz· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperPlant Biology

I. Parkin

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1 paper

Recent·Most cited

Latent Space Phenotyping: Automatic Image-Based Phenotyping for Treatment Studies

J. R. Ubbens, M. Cieslak, P. Prusinkiewicz, I. Parkin, J. Ebersbach, I. Stavness

This paper introduces Latent Space Phenotyping (LSP), a method that automatically detects and quantifies treatment responses from images, demonstrating its effectiveness on synthetic datasets and an interspecific cross of Setaria.

bioRxiv · Oct 28, 2019Plant Biology