Author

Gregory R. Johnson

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

Biology Disciplines

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Cell Biology· 2

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:fluorescence / live-cell microscopy· 2 Assay:imaging· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Mary M. Maleckar· 2 shared Chek Ounkomol· 1 shared Daniel A. Fernandes· 1 shared Forrest CollmaniD· 1 shared Rory M. Donovan-Maiye· 1 shared Sharmishtaa SeshamaniiD· 1 shared

Activity by Year

2017-2017 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersCell Biology

Mary M. Maleckar

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2 papers

Recent·Most cited

Building a 3D Integrated Cell

Gregory R. Johnson, Rory M. Donovan-Maiye, Mary M. Maleckar

The paper introduces a conditional generative model to predict subcellular structure locations from 3D microscopy images and demonstrates its effectiveness in generating realistic 3D cell images.

bioRxiv · Dec 21, 2017 · PreprintCell Biology

Three dimensional cross-modal image inference: label-free methods for subcellular structure prediction

Chek Ounkomol, Daniel A. Fernandes, Sharmishtaa Seshamani, Mary M. Maleckar, Forrest Collman, Gregory R. Johnson

The paper introduces a method to predict fluorescently labeled subcellular structures from 3D brightfield images without using fluorescent dyes, demonstrating its use in static and time-lapse imaging.

bioRxiv · Dec 21, 2017 · PreprintCell Biology