Author

Erik Clarkson

Lund UniversityORCID 0009-0006-9567-9977Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Ismail El KordeiD· 1 shared Jason M. Lewis· 1 shared Joakim StenhammariD· 1 shared Peter JönssoniD· 1 shared Tobias AmbjörnssoniD· 1 shared Tommy DamiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Ismail El KordeORCID

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1 paper

Recent·Most cited

Biophysicsnpj Biological Physics and Mechanics.Peer-reviewedMay 8, 2026

A light-weight, data-driven segmentation method for multi-state Brownian trajectories

Ismail El Korde, Jason M. Lewis, Erik Clarkson…·Joakim Stenhammar

This paper introduces a lightweight segmentation method for multi-state Brownian trajectories using Gaussian filtering and mixture modeling, showing high accuracy and lower computational load compared to deep learning or HMM approaches.

DOI 10.1038/s44341-026-00037-7

imagingstatistical model

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