Author

Jason M. Lewis

Lund University

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Biology Disciplines

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Biophysics· 1

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

Frequent Co-Authors

Erik ClarksoniD· 1 shared Ismail El KordeiD· 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

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6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

Erik ClarksonORCID

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1 paper

Recent·Most cited

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

Ismail El Korde, Jason M. Lewis, Erik Clarkson, Tommy Dam, Peter Jönsson, Tobias Ambjörnsson, 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.

npj Biological Physics and Mechanics. · May 8, 2026Peer-reviewedBiophysics