Author

H. Aosaki

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1

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Research Focus:benchmarking· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. Doostmohammadi· 1 shared D. Matsunaga· 1 shared H. Li· 1 shared K. Inoue· 1 shared S. Deguchi· 1 shared T. S. Matsui· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBiophysics

A. Doostmohammadi

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1 paper

Recent·Most cited

BiophysicsbioRxivFeb 1, 2021

Wrinkle force microscopy: a new machine learning based approach to predict cell mechanics from images

H. Li, D. Matsunaga, T. S. Matsui…·S. Deguchi

This paper introduces a machine learning method to predict cellular forces from microscope images by training on wrinkle patterns and traction force data.

DOI 10.1038/s42003-022-03288-x

imagingfluorescence / live-cell microscopy

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