Author

Lawrence J. Shimkets

University of Georgia

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Systems Biology· 1

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Ankit PateliD· 1 shared Eduardo A. CaroiD· 1 shared Jiangguo ZhangiD· 1 shared Oleg A. IgoshiniD· 1 shared P. L. CheniD· 1 shared Patrick A. MurphyiD· 1 shared Roy D. WelchiD· 1 shared Trosporsha Tasnim Khan· 1 shared

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2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperSystems Biology

Ankit PatelORCID

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1 paper

Recent·Most cited

A Deep Learning Framework for Quantifying Dynamic Self-Organization in Myxococcus xanthus

Jiangguo Zhang, Eduardo A. Caro, P. L. Chen, Trosporsha Tasnim Khan, Patrick A. Murphy, Lawrence J. Shimkets, Ankit Patel, Roy D. Welch, Oleg A. Igoshin

This paper uses deep learning to quantify dynamic self-organization in Myxococcus xanthus by encoding microscopy images into interpretable features that predict developmental phenotypes.

bioRxiv · Nov 7, 2025 · PreprintSystems Biology