Author

R. Hylton

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· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:cryo-EM· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Approach:simulation· 1

Frequent Co-Authors

C. Purnell· 1 shared F. A. Heberle· 1 shared J. Heebner· 1 shared M. Grillo· 1 shared M. T. Swulius· 1 shared N. Waxham· 1 shared S. Grigoryev· 1 shared S. Kabonick· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperCell Biology

C. Purnell

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1 paper

Recent·Most cited

Rapid Synthesis of Cryo-ET Data for Training Deep Learning Models

C. Purnell, J. Heebner, M. T. Swulius, R. Hylton, S. Kabonick, M. Grillo, S. Grigoryev, F. A. Heberle, N. Waxham, M. T. Swulius

This paper introduces a method to generate synthetic Cryo-ET data for training deep learning models, enabling accurate restoration and segmentation of real tomograms.

bioRxiv · Apr 28, 2023 · PreprintCell Biology