Author

Ioan Kosztin

University of MissouriORCID 0009-0000-7801-235XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:experimental assay· 1

Frequent Co-Authors

Creighton M. Lisowski· 2 shared Gavin M. KingiD· 2 shared Elizabeth A. ConleyiD· 1 shared Harrison C. Davison· 1 shared Julie E. Baguio· 1 shared Katherine G. SchaeferiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersBiophysics

Creighton M. Lisowski

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2 papers

Recent·Most cited

BiophysicsPLoS ONEPeer-reviewedFeb 17, 2026

PS Poly: A chain tracing algorithm to determine persistence length and categorize complex polymers by shape

Elizabeth A. Conley, Creighton M. Lisowski, Katherine G. Schaefer…·Gavin M. King

PS Poly is an algorithm that automatically determines persistence length and categorizes polymer shapes from single-molecule images.

DOI 10.1371/journal.pone.0341464

imagingexperimental assay

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BiophysicsPLoS Computational BiologyPeer-reviewedDec 1, 2025

Automated Registration and Clustering for Enhanced Localization Atomic Force Microscopy of Flexible Membrane Proteins

Creighton M. Lisowski, Gavin M. King, Ioan Kosztin

This paper introduces a deep learning algorithm to improve lateral resolution of AFM images of flexible membrane proteins by clustering and registering images based on protein conformation.

DOI 10.1371/journal.pcbi.1013277

imagingdeep learning

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