Author

Helen E. Abbott

University of BirminghamORCID 0000-0002-7631-1089Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

Daniel J. NievesiD· 1 shared Dylan M. OweniD· 1 shared Louis GalliD· 1 shared Sandeep ShirgilliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Daniel J. NievesORCID

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1 paper

Recent·Most cited

SynthMLM: A framework for interpretable analysis and synthetic localisation data generation for SMLM

Louis Gall, Sandeep Shirgill, Helen E. Abbott, Daniel J. Nieves, Dylan M. Owen

SynthMLM generates synthetic localisation data for SMLM using interpretable structural descriptors from experimental data, enabling benchmarking and testing of analysis methods.

bioRxiv · Aug 19, 2026 · PreprintBiophysics