Author

Atsushi Matsuda

University of WashingtonORCID 0000-0003-2992-914XUnclaimed 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:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Christopher T. LeeiD· 1 shared Matthew AkamatsuiD· 1 shared Se Min KimiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperCell Biology

Christopher T. LeeORCID

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1 paper

Recent·Most cited

Physics-Guided Neural Reconstruction of Cellular Membranes for 3D Electron Microscopy

Atsushi Matsuda, Se Min Kim, Matthew Akamatsu, Christopher T. Lee

This paper introduces a physics-informed neural network framework to reconstruct 3D membrane shapes and curvatures from electron microscopy images, showing improved accuracy and mechanical insights.

bioRxiv · Aug 4, 2026 · PreprintCell Biology