Author

Takemasa Miyoshi

RIKEN Center for Computational ScienceORCID 0000-0003-3160-2525Unclaimed ORCID profile · follow to get notified of new preprints

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Biophysics· 1

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Approach:Bayesian inference· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:development & morphogenesis· 1 Assay:imaging· 1 Research Focus:trajectory inference· 1

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Goshi OgitaiD· 1 shared Tatsuo ShibataiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBiophysics

Goshi OgitaORCID

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1 paper

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BiophysicsJournal of The Royal Society InterfacePeer-reviewedJul 29, 2026

Kalman-filter Force Inference: an estimation framework for cellular forces from temporal evolution of epithelial morphogenesis

Goshi Ogita, Takemasa Miyoshi, Tatsuo Shibata

This paper introduces Kalman-filter Force Inference (KFI) to estimate cellular forces from time-lapse imaging of epithelial deformation, without assuming static force balance.

DOI 10.1098/rsif.2026.0017

imagingdeep learning

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