Author

Steven Marshall

University of Victoria

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Aleksander PałkowskiiD· 1 shared Austin MilleriD· 1 shared Caroline E. CameroniD· 1 shared Javier A. AlfaroiD· 1 shared Simon HoustoniD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Aleksander PałkowskiORCID

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1 paper

Recent·Most cited

Deep Learning-Based Structure Modeling of the Treponema pallidum Proteome: Insights into Pathogenesis and Syphilis Vaccine Development

Simon Houston, Steven Marshall, Austin Miller, Aleksander Pałkowski, Javier A. Alfaro, Caroline E. Cameron

This paper uses AI to model the structure of T. pallidum proteins, annotates their functions, identifies potential pathogenesis-related proteins, and highlights vaccine targets.

bioRxiv · May 7, 2026 · PreprintMicrobiology