Author

R. Hylton

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Biology Disciplines

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Cell Biology· 1

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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

Cell BiologybioRxivPreprintApr 28, 2023

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

C. Purnell, J. Heebner, M. T. Swulius…·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.

DOI 10.1101/2023.04.28.538636

cryo-EMdeep learning

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