Author

Tobias A Firth

University of SheffieldORCID 0009-0003-7633-9449Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Alice L. B. PyneiD· 1 shared Daniel BradyiD· 1 shared Laura WigginsiD· 1 shared Max C. GamilliD· 1 shared Neil ShephardiD· 1 shared Sylvia WhittleiD· 1 shared Thomas E. CatleyiD· 1 shared Toby AllwoodiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBiophysics

Alice L. B. PyneORCID

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1 paper

Recent·Most cited

BiophysicsComputational and Structural Biotechnology JournalPeer-reviewedMar 1, 2026

Deep Learning-Enhanced TopoStats for the Automated Quantification of DNA and Complex Biomolecular Structures

Sylvia Whittle, Tobias A Firth, Max C. Gamill…·Alice L. B. Pyne

The paper introduces an enhanced TopoStats tool using deep learning to automate and quantify AFM data, enabling detailed structural analysis of biomolecules.

DOI 10.34133/csbj.0227

imagingdeep learning

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