Author

Peter Goldsborough

Broad Institute

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

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Anne Elizabeth CarpenteriD· 1 shared Juan Carlos CaicedoiD· 1 shared Nick PawlowskiiD· 1 shared Shantanu SinghiD· 1 shared

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2017-2017 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Anne Elizabeth CarpenterORCID

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1 paper

Recent·Most cited

CytoGAN: Generative Modeling of Cell Images

Peter Goldsborough, Nick Pawlowski, Juan Carlos Caicedo, Shantanu Singh, Anne Elizabeth Carpenter

Adversarially learned features group fluorescence images of chemically treated human cells better than autoencoder features, though classical computer vision and transfer learning still do better.

bioRxiv · Dec 2, 2017 · PreprintBioinformatics